{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":36,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":36,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"60608e143251","filters":{"venue":"Irish Geography"}},"results":[{"id":"W2006163160","doi":"10.1080/00750770509555848","title":"Experiences and perceptions of rural women in the Republic of Ireland: Studies in the Border Region","year":2005,"lang":"en","type":"article","venue":"Irish Geography","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Irish; Rural area; Perception; Geography; Socioeconomics; Economic growth; The Republic; Political science; Sociology; Psychology; Economics","authors":[{"name":"Catherine McNerney","is_ca":true},{"name":"Desmond A. Gillmor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01996382820944064,"gpt":0.2778281145016345,"spread":0.2578642862921938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756887,0.0002602055,0.0005627434,0.0006102889,0.004053764,0.002227553,0.000562124,0.0006154021,0.003081533],"category_scores_gemma":[0.002242019,0.0004663675,0.0002269551,0.0009313417,0.002371597,0.00115979,0.002709106,0.001324113,0.0003696672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112834,"about_ca_system_score_gemma":0.002223606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05204835,"about_ca_topic_score_gemma":0.0864552,"domain_scores_codex":[0.9989395,0.0005855273,0.00003771789,0.00005850872,0.00006083631,0.0003179285],"domain_scores_gemma":[0.998771,0.0003896602,0.0002240848,0.00004883392,0.0001675589,0.0003988458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001212773,0.0001296561,0.05301082,0.0001766974,0.00001151647,0.001650032,0.9336347,0.00003217975,0.001444983,0.000428686,0.001715358,0.007644082],"study_design_scores_gemma":[0.00000445083,0.00009855918,0.01934766,0.00005316869,0.000002843862,0.0002307971,0.9759358,0.00001118258,0.00006035925,0.00002327733,0.004223547,0.000008314571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960834,0.0002827269,0.0000383772,0.0005162829,0.00002540808,0.00002502657,0.00004311866,0.000002249129,0.002983363],"genre_scores_gemma":[0.9971592,0.0004493453,0.00005973282,0.0003395811,0.00001233496,0.00003996794,0.00002142159,0.00000410012,0.001914156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05204835,"threshold_uncertainty_score":0.1034908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076932495","doi":"10.1080/00750770209555802","title":"Identifying dimensions of urban social change in Dublin‐1986 to 1996","year":2002,"lang":"en","type":"article","venue":"Irish Geography","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Census; Geography; Social change; Demographic change; Socioeconomics; Spatial change; Regional science; Population; Economic geography; Demography; Sociology; Economic growth; Physical geography; Economics","authors":[{"name":"Peter Kitchen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1115113582477333,"gpt":0.3430975030648027,"spread":0.2315861448170695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119881,0.0001552057,0.0002154994,0.002087644,0.001133963,0.001388172,0.0007096816,0.0002496064,0.001869716],"category_scores_gemma":[0.00252156,0.0002017495,0.0001846262,0.003480738,0.001062175,0.000753644,0.001914792,0.0004004456,0.0002523767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01225802,"about_ca_system_score_gemma":0.003646261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3178789,"about_ca_topic_score_gemma":0.5826268,"domain_scores_codex":[0.9991211,0.0001527682,0.0000870814,0.0001159206,0.0002256711,0.0002974316],"domain_scores_gemma":[0.9987541,0.00009861772,0.0003893479,0.00006792371,0.00049623,0.0001937441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444954,0.00007473866,0.9267255,0.0001352865,0.0000345142,0.0001860425,0.03076899,0.000914407,0.0007393422,0.002510273,0.005014258,0.03265226],"study_design_scores_gemma":[0.000002322832,0.00002018904,0.9827298,0.00001845552,0.00000202053,0.00001549595,0.01099245,0.0001247873,0.00008722067,0.00004702614,0.005954636,0.000005477243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877433,0.0001302963,0.0001950801,0.0002867532,0.00001585482,0.00008073542,0.001604213,0.000006301538,0.009937504],"genre_scores_gemma":[0.9948007,0.0001041976,0.000221657,0.00002868566,0.00000550522,0.00006061696,0.001517876,0.000005349951,0.003255425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178789,"threshold_uncertainty_score":0.6320573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387858121","doi":"10.55650/igj.2015.524","title":"Vacancy and housing in Dublin: 1798-1911","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Dublin City Council; IJURR Foundation","keywords":"Appropriation; Phenomenon; Typology; Emptiness; Redundancy (engineering); Rationalization (economics); Sociology; Law and economics; Business; Political science; Law; Epistemology; Engineering; Philosophy; Anthropology","authors":[{"name":"Gerry Kearns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0232619871097883,"gpt":0.2170062632108818,"spread":0.1937442761010935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003005232,0.000175389,0.0002063424,0.001102762,0.001126786,0.001423898,0.0004835524,0.0003212022,0.01166745],"category_scores_gemma":[0.0007860849,0.0001614679,0.0001493506,0.002322381,0.00251805,0.0009577815,0.001545389,0.0007657165,0.000983558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132709,"about_ca_system_score_gemma":0.002269358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2238321,"about_ca_topic_score_gemma":0.5086857,"domain_scores_codex":[0.9996206,0.00005124087,0.0000194537,0.00005994768,0.00008289689,0.0001658615],"domain_scores_gemma":[0.9997922,0.00003334282,0.00005264405,0.00001537236,0.00006452575,0.00004200585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006574611,0.0002138373,0.17522,0.001380292,0.0001087137,0.002035829,0.07668059,0.004506043,0.0008977362,0.3635617,0.1375997,0.237138],"study_design_scores_gemma":[0.00002586103,0.00007923525,0.2921053,0.0002510775,0.00001043056,0.0003508077,0.02129011,0.000322659,0.0003187658,0.005321976,0.6798806,0.00004320376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6859058,0.008414975,0.001120212,0.006216345,0.0004688179,0.0000900226,0.008846506,0.00003121544,0.2889062],"genre_scores_gemma":[0.939918,0.002303667,0.0003124895,0.0002742745,0.0001265878,0.00003024297,0.00192684,0.00002115819,0.05508668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238321,"threshold_uncertainty_score":0.4450585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036247727","doi":"10.2014/igj.v37i2.205","title":"Submerged ice marginal forms in the Celtic sea off Waterford Harbour, Ireland. Implications for understanding regional glaciation and sea level changes following the last glacial maximum in Ireland","year":2004,"lang":"en","type":"article","venue":"Irish Geography","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology; Glacial period; Oceanography; Sedimentology; Celtic languages; Last Glacial Maximum; Fjord; Seabed; Harbour; Palaeochannel; Bedrock; Paleontology; Physical geography; Fluvial; Archaeology; Geography; Structural basin","authors":[{"name":"Colman Gallagher","is_ca":false},{"name":"Gerry Sutton","is_ca":false},{"name":"Trevor Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06227948688794186,"gpt":0.2727762560476167,"spread":0.2104967691596748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009275372,0.0001086324,0.0001022698,0.0005384401,0.0002921428,0.0004377138,0.0001862174,0.0001218562,0.0009936412],"category_scores_gemma":[0.0002978062,0.0001525967,0.0001088303,0.0005931493,0.0008095781,0.0002680399,0.0003699723,0.0001111153,0.0001554939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048679,"about_ca_system_score_gemma":0.000702707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1607538,"about_ca_topic_score_gemma":0.4829125,"domain_scores_codex":[0.9999176,0.000008541225,0.000006132046,0.00001644765,0.00001484202,0.00003636689],"domain_scores_gemma":[0.9997985,0.00001655559,0.00009151595,0.00001092956,0.00003985047,0.00004270442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121674,0.0000154007,0.9748052,0.00003703218,0.00001388549,0.0006409171,0.002760448,0.0001926087,0.004487059,0.0001109688,0.0003346618,0.01648956],"study_design_scores_gemma":[0.000001621692,0.00001655053,0.9974533,0.000004965307,0.000001740737,0.0001068174,0.00186697,0.00005829,0.00006836362,0.00001121597,0.0004088818,0.000001366083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991813,0.00005359337,0.00003197262,0.00002109794,0.000001335308,0.000003373722,0.0001091511,0.000001675455,0.000596549],"genre_scores_gemma":[0.999402,0.00003633663,0.00007218715,0.000005780572,9.096178e-7,0.000002926997,0.0001081786,9.484868e-7,0.0003706672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607538,"threshold_uncertainty_score":0.3196363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745533244","doi":"10.2014/igj.v50i1.1259","title":"On Maitre D's, Trojan Horses and Aftershocks: Neoliberalism Redux in Ireland after the Crash","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Neoliberalism (international relations); Austerity; Crash; Political economy; Peck (Imperial); Redux; Scrutiny; Sociology; Scholarship; Brexit; Politics; Political science; Economics; Law; European union; Engineering","authors":[{"name":"Mark Boyle","is_ca":false},{"name":"Patricia Burke Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718380825741747,"gpt":0.2238277575819065,"spread":0.206643949324489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036513,0.0002261226,0.0003810581,0.0007410308,0.00372967,0.009493759,0.001021869,0.002421953,0.006084055],"category_scores_gemma":[0.00676712,0.0002048385,0.000432772,0.0009077037,0.02096762,0.006040555,0.005860408,0.00473828,0.0005671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01557436,"about_ca_system_score_gemma":0.004979341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07200004,"about_ca_topic_score_gemma":0.09006401,"domain_scores_codex":[0.9981272,0.0007229753,0.00004815137,0.000192458,0.0002387769,0.0006703585],"domain_scores_gemma":[0.997924,0.0005702613,0.0004515287,0.0002243757,0.000334389,0.0004953564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003903422,0.0001301892,0.03635005,0.0002205676,0.00003697036,0.002307385,0.104744,0.00308109,0.0005276983,0.7727237,0.04833361,0.03115448],"study_design_scores_gemma":[0.00007450345,0.0002121675,0.09644584,0.0008393062,0.00002332515,0.0005565959,0.2973641,0.002396186,0.0009537279,0.2710862,0.3298151,0.0002329955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6725584,0.003906112,0.002753349,0.1335579,0.0008329523,0.00006494507,0.0002272764,0.00007579667,0.1860234],"genre_scores_gemma":[0.9872223,0.0007712147,0.0001939928,0.002849273,0.00009749373,0.00001612686,0.00002984004,0.00003666347,0.008783151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07200004,"threshold_uncertainty_score":0.1431619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553517","doi":"10.55650/igj.2017.1259","title":"On Maitre D's, Trojan Horses and Aftershocks: Neoliberalism Redux in Ireland after the Crash","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"York University","keywords":"Neoliberalism (international relations); Crash; Political economy; Austerity; Redux; Scrutiny; Sociology; Scholarship; Peck (Imperial); Brexit; Political science; Politics; Law; Economics; European union; Engineering; International trade","authors":[{"name":"Mark Boyle","is_ca":false},{"name":"Patricia Burke Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718380825741747,"gpt":0.2238277575819065,"spread":0.206643949324489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036513,0.0002261226,0.0003810581,0.0007410308,0.00372967,0.009493759,0.001021869,0.002421953,0.006084055],"category_scores_gemma":[0.00676712,0.0002048385,0.000432772,0.0009077037,0.02096762,0.006040555,0.005860408,0.00473828,0.0005671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01557436,"about_ca_system_score_gemma":0.004979341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07200004,"about_ca_topic_score_gemma":0.09006401,"domain_scores_codex":[0.9981272,0.0007229753,0.00004815137,0.000192458,0.0002387769,0.0006703585],"domain_scores_gemma":[0.997924,0.0005702613,0.0004515287,0.0002243757,0.000334389,0.0004953564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003903422,0.0001301892,0.03635005,0.0002205676,0.00003697036,0.002307385,0.104744,0.00308109,0.0005276983,0.7727237,0.04833361,0.03115448],"study_design_scores_gemma":[0.00007450345,0.0002121675,0.09644584,0.0008393062,0.00002332515,0.0005565959,0.2973641,0.002396186,0.0009537279,0.2710862,0.3298151,0.0002329955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6725584,0.003906112,0.002753349,0.1335579,0.0008329523,0.00006494507,0.0002272764,0.00007579667,0.1860234],"genre_scores_gemma":[0.9872223,0.0007712147,0.0001939928,0.002849273,0.00009749373,0.00001612686,0.00002984004,0.00003666347,0.008783151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07200004,"threshold_uncertainty_score":0.1431619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030271562","doi":"10.1080/00750770409555838","title":"<i>Geography in Ireland in transition</i>‐some comments : Introduction","year":2004,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Trinity College","funders":"","keywords":"Irish; Conversation; Critical geography; Human geography; Variety (cybernetics); Focus (optics); State (computer science); Historical geography; Sociology; Social science; Geography; Linguistics","authors":[{"name":"Mary Gilmartin","is_ca":false},{"name":"Ulf Strohmayer","is_ca":false},{"name":"Anna Davies","is_ca":true},{"name":"David Taylor","is_ca":true},{"name":"Caitríona Ní Laoire","is_ca":false},{"name":"Gerald Mills","is_ca":false},{"name":"David Nally","is_ca":true},{"name":"Denis Linehan","is_ca":false},{"name":"Seamus Grimes","is_ca":false},{"name":"Pádraig Carmody","is_ca":false},{"name":"Mark McCarthy","is_ca":false},{"name":"Jim Hourihane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01024915146277795,"gpt":0.262993458019149,"spread":0.252744306556371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005333073,0.0007963334,0.0006644093,0.001518248,0.008408181,0.008426171,0.00288027,0.01812039,0.01551626],"category_scores_gemma":[0.02487517,0.0003989939,0.001096433,0.002140693,0.006330098,0.005653772,0.005276219,0.01599692,0.004693129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01301742,"about_ca_system_score_gemma":0.009357552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113796,"about_ca_topic_score_gemma":0.1311381,"domain_scores_codex":[0.995195,0.001755185,0.0003049278,0.000544665,0.001356122,0.0008441321],"domain_scores_gemma":[0.9884008,0.004809201,0.0006517188,0.0003512261,0.004320444,0.00146657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009692836,0.000003031525,0.00009730201,0.0000743836,0.00000185911,0.0001027232,0.001678168,0.00002255269,0.00005451032,0.005151021,0.9918066,0.0009980516],"study_design_scores_gemma":[0.000006978472,0.000008124009,0.0007124609,0.0003465401,0.000004217821,0.00007973211,0.005592132,0.00003642446,0.0000686663,0.001611711,0.9914973,0.00003566616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005466845,0.002375745,0.0001484166,0.9349478,0.04604927,0.00002606184,0.0001751316,0.00004237457,0.01568848],"genre_scores_gemma":[0.01840453,0.00285658,0.00035631,0.8931259,0.03108402,0.000119132,0.0001673752,0.0001915499,0.05369462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.113796,"threshold_uncertainty_score":0.2262672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120233373","doi":"10.55650/igj.2019.1430","title":"II Constituting SWIG Ireland: Community, Social Capital and Academic Citizenship","year":2021,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Conversation; Citizenship; Gender studies; Social capital; Sociology; Session (web analytics); Work (physics); Media studies; Public relations; Political science; Social science; Law; Politics; Engineering","authors":[{"name":"Lidia Katia C. Manzo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04624726779127556,"gpt":0.3194545263460528,"spread":0.2732072585547772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003279532,0.0004009794,0.0004335468,0.002611125,0.009744437,0.01739868,0.001518942,0.001334105,0.00944577],"category_scores_gemma":[0.004871073,0.0002851292,0.0003022354,0.00461182,0.01352918,0.007324696,0.01034358,0.003261625,0.002168255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397312,"about_ca_system_score_gemma":0.01223458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06680015,"about_ca_topic_score_gemma":0.1119057,"domain_scores_codex":[0.9965093,0.001268942,0.0001325496,0.0002886218,0.0008722567,0.000928339],"domain_scores_gemma":[0.9974784,0.000568683,0.0002785166,0.0002166047,0.0005674548,0.0008903578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006748021,0.00007622651,0.008946496,0.0007056106,0.00001979617,0.0008396864,0.3462779,0.0001941023,0.0004041795,0.1506725,0.3007624,0.1910337],"study_design_scores_gemma":[0.000004212085,0.00001841771,0.007946666,0.0005318091,0.00000351997,0.0001804557,0.2519894,0.00004899694,0.0001104561,0.006082925,0.7330531,0.00003009384],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1414902,0.02530798,0.001880043,0.108978,0.005121069,0.000226415,0.0005470105,0.0001958407,0.7162536],"genre_scores_gemma":[0.8138033,0.0165557,0.002045623,0.014161,0.00146432,0.0002694251,0.0006455564,0.000370374,0.1506847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06680015,"threshold_uncertainty_score":0.1328226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387549440","doi":"10.55650/igj.2019.1387","title":"Supporting Women in Geography (SWIG) Ireland: Confronting the role of gender and asserting the importance of the female voice","year":2019,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Conversation; Gender studies; Sociology; Work (physics); Session (web analytics); Media studies; Public relations; Political science; Engineering","authors":[{"name":"Joanne Ahern","is_ca":false},{"name":"Rachel McArdle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01020131194363001,"gpt":0.2689716854243102,"spread":0.2587703734806802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01286658,0.0007309038,0.0007345078,0.002029034,0.0177575,0.02213602,0.002403325,0.003977987,0.005248853],"category_scores_gemma":[0.01398781,0.0004743727,0.0004347573,0.002962892,0.02779617,0.009104637,0.01694029,0.007660646,0.001437408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01440317,"about_ca_system_score_gemma":0.0179549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04820371,"about_ca_topic_score_gemma":0.1075924,"domain_scores_codex":[0.9885353,0.006401647,0.0003468627,0.0006242023,0.001871794,0.002220166],"domain_scores_gemma":[0.9890267,0.005358577,0.0006877334,0.0006278423,0.001560423,0.002738759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006071328,0.00002628821,0.003126507,0.0005795376,0.00001337941,0.001444649,0.7360713,0.00006365227,0.0004879433,0.04840007,0.1360693,0.07365669],"study_design_scores_gemma":[0.000003852819,0.00002550501,0.001172164,0.0005750086,0.000004337587,0.0003231111,0.4408381,0.00001446214,0.0001416171,0.002350122,0.554527,0.00002478215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1493451,0.03709858,0.002746511,0.4007275,0.01694949,0.0002065827,0.0001614126,0.0001866246,0.3925782],"genre_scores_gemma":[0.823675,0.02642413,0.002651227,0.07118572,0.003087329,0.0002546026,0.0001720176,0.0005147221,0.07203545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04820371,"threshold_uncertainty_score":0.1045028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891589","doi":"10.55650/igj.1993.453","title":"Changes since the Nineteenth Century to the Estuary-Barrier Complexes of North County Dublin","year":2015,"lang":"en","type":"article","venue":"Irish Geography","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Estuary; Oceanography; Barrier island; Geology; Foredune; Shore; Accretion (finance); Shoal; Hydrology (agriculture); Geotechnical engineering","authors":[{"name":"Monica E. Mulrennan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01582466369127257,"gpt":0.2184121588525771,"spread":0.2025874951613046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006850166,0.0001927293,0.0001969342,0.0007513976,0.003422156,0.002393743,0.0009559022,0.0004784724,0.01007792],"category_scores_gemma":[0.00123906,0.000344823,0.000134657,0.0009594772,0.003751621,0.0007797984,0.002760619,0.001201478,0.0006821108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0175505,"about_ca_system_score_gemma":0.01423092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4476882,"about_ca_topic_score_gemma":0.7625875,"domain_scores_codex":[0.9993057,0.00008777442,0.00003204364,0.0001189633,0.0001197016,0.000335739],"domain_scores_gemma":[0.9992536,0.00005384464,0.0001013772,0.00003276808,0.0001495692,0.0004087572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004239708,0.0002565485,0.1738185,0.00109083,0.0000745835,0.009521423,0.2139968,0.002019424,0.00498328,0.2052627,0.1551414,0.2334105],"study_design_scores_gemma":[0.000006704738,0.00002687059,0.1139366,0.0001441218,0.000003924596,0.0004361272,0.02701703,0.00006540214,0.0002218598,0.0005751522,0.8575447,0.00002143373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287794,0.006088674,0.001342824,0.02174754,0.001131152,0.0001452521,0.0009352256,0.00008274714,0.2397472],"genre_scores_gemma":[0.8529686,0.002578783,0.0007798893,0.001763883,0.00008571697,0.00004634012,0.0003107407,0.00007084992,0.1413951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4476882,"threshold_uncertainty_score":0.8901648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045993670","doi":"10.1080/00750778.2014.919625","title":"High demand, cheap supply: Irish immigration policies and the role of the state (1992–2007)","year":2013,"lang":"en","type":"article","venue":"Irish Geography","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Celtic Tiger; Irish; Immigration; Immigration policy; State (computer science); Capital (architecture); Economics; Labour economics; Economy; Political science; Geography; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004301104333017591,"gpt":0.2319503359222131,"spread":0.2276492315891956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299212,0.00008824492,0.0001627049,0.0007182354,0.00139068,0.00320611,0.0004015674,0.0006789232,0.00337881],"category_scores_gemma":[0.003060063,0.0001677079,0.0001674027,0.001818305,0.001469691,0.001270267,0.002245817,0.001702451,0.000405214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01041646,"about_ca_system_score_gemma":0.00588979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1639156,"about_ca_topic_score_gemma":0.3700445,"domain_scores_codex":[0.9990798,0.0001663645,0.00005570508,0.00009161558,0.0001869771,0.0004194801],"domain_scores_gemma":[0.9988328,0.0002227686,0.0003955492,0.00005103873,0.0002371437,0.0002607416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007543258,0.000333885,0.5355294,0.0006101133,0.00007557908,0.0012248,0.08339013,0.002805424,0.001058279,0.1523483,0.07826579,0.1436041],"study_design_scores_gemma":[0.000038022,0.0001155504,0.7483897,0.0005013941,0.00002825059,0.0002051179,0.06965999,0.0005173318,0.0003850884,0.002879364,0.1772332,0.000047075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783961,0.001660706,0.0001760293,0.02041455,0.0001556708,0.00002190259,0.0009931782,0.00001325909,0.09816854],"genre_scores_gemma":[0.9801204,0.0009450841,0.000129642,0.00142305,0.00006916846,0.00001894847,0.0004993079,0.00001425888,0.01678024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639156,"threshold_uncertainty_score":0.325923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891431","doi":"10.55650/igj.2002.236","title":"Identifying dimensions of urban social change in Dublin- 1986 to 1996","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Census; Geography; Social change; Regional science; Demographic change; Population; Socioeconomics; Economic geography; Demography; Sociology; Economic growth","authors":[{"name":"Peter Kitchen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05591332685645393,"gpt":0.3346853736623365,"spread":0.2787720468058825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001544982,0.0001880065,0.0002287866,0.002466367,0.0009993041,0.001446046,0.0007936879,0.0002639153,0.001947034],"category_scores_gemma":[0.003500397,0.0002196386,0.0002375494,0.004517489,0.001150489,0.0008662422,0.00214717,0.0004316675,0.000305716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245938,"about_ca_system_score_gemma":0.003512927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3003859,"about_ca_topic_score_gemma":0.5351552,"domain_scores_codex":[0.9989324,0.0001944764,0.0001159551,0.0001351957,0.0002700461,0.0003518472],"domain_scores_gemma":[0.9982079,0.0001650841,0.0005591388,0.00009916606,0.0007049778,0.000263721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119959,0.00006346621,0.9466274,0.0001355885,0.00003401426,0.0001619644,0.0204439,0.0009371212,0.0005952982,0.001651712,0.003806694,0.02533092],"study_design_scores_gemma":[0.000001760081,0.00001873219,0.9857537,0.00001720366,0.000001881195,0.0000145349,0.009620324,0.0001162163,0.00006713682,0.00003804479,0.00434576,0.000004794807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856544,0.0001449694,0.0002188271,0.0003510035,0.00001746449,0.0001115277,0.002823061,0.000008297646,0.01067029],"genre_scores_gemma":[0.9931808,0.0001449769,0.0003207253,0.0000352428,0.000007212354,0.00009379636,0.002648769,0.000007163937,0.003561412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003859,"threshold_uncertainty_score":0.5972749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553962","doi":"10.55650/igj.1969.982","title":"Some comments on standard distance: A new application to Irish population studies","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Irish; Geography; Population; Regional science; Sociology; Demography; Philosophy; Linguistics","authors":[{"name":"Stanley Waterman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05483483221525358,"gpt":0.4234502726502277,"spread":0.3686154404349741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06739353,0.002193125,0.00235103,0.003154818,0.00483836,0.006997826,0.00770465,0.02251355,0.02066268],"category_scores_gemma":[0.3456891,0.001381708,0.003687418,0.004836242,0.009839974,0.009845844,0.004943264,0.03584177,0.01089579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005070695,"about_ca_system_score_gemma":0.006183178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03306918,"about_ca_topic_score_gemma":0.02896485,"domain_scores_codex":[0.9508848,0.02266191,0.009366624,0.003385579,0.0121688,0.001532345],"domain_scores_gemma":[0.6780981,0.2388463,0.009548335,0.01074825,0.05692541,0.005833691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003625276,0.000008741282,0.0003573838,0.0002141863,0.00002027666,0.0001250747,0.0004385595,0.00007446497,0.00007047997,0.006382086,0.9868781,0.005394294],"study_design_scores_gemma":[0.00005860423,0.00005452949,0.001549538,0.001128488,0.0000387083,0.0003390127,0.001038064,0.0003142196,0.000280736,0.009483336,0.9855634,0.0001514233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0002976415,0.001890398,0.002794357,0.9175103,0.07103282,0.0001038717,0.0006997635,0.0001986788,0.005472239],"genre_scores_gemma":[0.003308785,0.001726944,0.005756003,0.9291239,0.04907075,0.0003594923,0.0002258756,0.0002767002,0.01015167],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06739353,"threshold_uncertainty_score":0.3564153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891716","doi":"10.55650/igj.2004.205","title":"Submerged ice marginal forms in the Celtic sea off Waterford Harbour, Ireland. Implications for understanding regional glaciation and sea level changes following the last glacial maximum in Ireland","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology; Glacial period; Oceanography; Last Glacial Maximum; Celtic languages; Sedimentology; Seabed; Fjord; Bedrock; Palaeochannel; Sea ice; Physical geography; Paleontology; Fluvial; Archaeology; Geography; Structural basin","authors":[{"name":"Colman Gallagher","is_ca":false},{"name":"Gerry Sutton","is_ca":false},{"name":"Trevor Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05749227785134408,"gpt":0.2682551708189675,"spread":0.2107628929676234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105082,0.0001121142,0.0001038334,0.0005978124,0.0003046595,0.0004559309,0.0001990743,0.0001219126,0.001039688],"category_scores_gemma":[0.0002994855,0.0001607989,0.0001195799,0.0006405559,0.0008343621,0.0002654856,0.0003990198,0.000117308,0.0001665795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070034,"about_ca_system_score_gemma":0.0007541652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1538122,"about_ca_topic_score_gemma":0.478073,"domain_scores_codex":[0.999911,0.000009457466,0.000007195932,0.00001837675,0.0000163703,0.00003778137],"domain_scores_gemma":[0.9997906,0.00001862269,0.00009336908,0.00001198247,0.00004112334,0.00004433916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108544,0.00001535168,0.9758512,0.00003621899,0.00001384829,0.000585677,0.002555541,0.0001867261,0.004705975,0.00009806667,0.0002854911,0.01555729],"study_design_scores_gemma":[0.000001468804,0.00001541538,0.997532,0.000005179968,0.000001669639,0.00009424629,0.001848037,0.00005414587,0.00006722587,0.000009613927,0.0003695896,0.000001292352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990777,0.0000536244,0.00003420509,0.00002001114,0.000001390581,0.00000396171,0.0001238806,0.000001831786,0.0006834122],"genre_scores_gemma":[0.9994031,0.00003182701,0.00007818756,0.000005360487,8.475361e-7,0.000003278319,0.0001071258,0.000001016335,0.0003693877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538122,"threshold_uncertainty_score":0.3058339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891410","doi":"10.55650/igj.2013.266","title":"High demand, cheap supply: Irish immigration policies and the role of the state (1992–2007)","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Celtic Tiger; Irish; Immigration; Immigration policy; State (computer science); Capital (architecture); Economics; Labour economics; Economy; Political science; Geography; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004080572345421004,"gpt":0.2346659414560706,"spread":0.2305853691106496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335056,0.00009043807,0.0001671383,0.0007335893,0.001389771,0.00322594,0.0004116083,0.0006887085,0.003451004],"category_scores_gemma":[0.003105176,0.0001728581,0.0001730624,0.001841621,0.001503347,0.001308331,0.002296904,0.001768816,0.0004124596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055201,"about_ca_system_score_gemma":0.005861305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1654216,"about_ca_topic_score_gemma":0.3707166,"domain_scores_codex":[0.9990417,0.000170447,0.00005722931,0.00009666416,0.0001935778,0.0004403171],"domain_scores_gemma":[0.9987882,0.0002325784,0.0004057915,0.00005410187,0.0002478941,0.0002714858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007806722,0.0003470839,0.5351452,0.0006037537,0.00007743121,0.001215175,0.08401446,0.002836938,0.001054865,0.1539463,0.07852735,0.1414507],"study_design_scores_gemma":[0.00003789983,0.0001161352,0.7477087,0.0005040796,0.0000279587,0.0001987086,0.07078538,0.0005235774,0.0003873244,0.002864567,0.1767981,0.00004755327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783308,0.001584634,0.0001757842,0.02005834,0.000157272,0.00002181194,0.001007938,0.00001270588,0.09865074],"genre_scores_gemma":[0.9801815,0.0009248889,0.0001291997,0.001403571,0.00007059489,0.00001913812,0.0005270735,0.0000148345,0.01672923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654216,"threshold_uncertainty_score":0.3289176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387554399","doi":"10.55650/igj.1972.938","title":"Canonical analysis of the relations between certain aspects of the demographic and urban systems of the republic of Ireland","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Geography; Regional science; Economic geography; Sociology","authors":[{"name":"G. B. Norcliffe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03012293705776491,"gpt":0.3485073755784964,"spread":0.3183844385207315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003059526,0.0004584132,0.0005792776,0.002958361,0.001108125,0.002697758,0.0006207958,0.0002476722,0.03050108],"category_scores_gemma":[0.01260061,0.0002899994,0.00141979,0.005289825,0.001180513,0.000782051,0.002153005,0.0008674581,0.003757725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806377,"about_ca_system_score_gemma":0.005394017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06820232,"about_ca_topic_score_gemma":0.08640356,"domain_scores_codex":[0.997264,0.001592907,0.0001249135,0.0004501339,0.0002219272,0.0003460308],"domain_scores_gemma":[0.9903454,0.003465443,0.000845178,0.001459819,0.003129644,0.0007544874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008335467,0.0001604124,0.8705993,0.0002050906,0.0006146344,0.0002888818,0.002344491,0.008009301,0.001058892,0.04175825,0.02415209,0.04997513],"study_design_scores_gemma":[0.00005918869,0.0002571466,0.8960278,0.0001716711,0.0002922672,0.0003443559,0.009944092,0.04242307,0.001189151,0.018641,0.03051361,0.0001366287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250701,0.0003091012,0.02990461,0.001046004,0.0002319756,0.0001942049,0.0142459,0.0004320905,0.028566],"genre_scores_gemma":[0.9852144,0.0001207541,0.004344178,0.00005502758,0.00004132707,0.0001200103,0.00540011,0.0001323704,0.00457169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06820232,"threshold_uncertainty_score":0.1356107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390877290","doi":"10.55650/igj.2009.74","title":"Geographies of the Celtic Tiger","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Celtic Tiger; Recession; Context (archaeology); Debt; Celtic languages; Irish; Political science; Tiger; The Republic; Quarter (Canadian coin); Inclusion (mineral); Development economics; History; Sociology; Social science; Economics; Finance","authors":[{"name":"Peadar Kirby","is_ca":false},{"name":"Pádraig Carmody","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008999819891563392,"gpt":0.2532559932467559,"spread":0.2442561733551925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009612967,0.0003199342,0.000330998,0.003468226,0.003039626,0.004819458,0.0008573756,0.0009372695,0.02272914],"category_scores_gemma":[0.00325014,0.0002085497,0.000180454,0.007720751,0.003846287,0.002224741,0.002773534,0.002377985,0.003048026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066537,"about_ca_system_score_gemma":0.006994532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1890589,"about_ca_topic_score_gemma":0.3208598,"domain_scores_codex":[0.9992054,0.0001840731,0.00003699627,0.0001205815,0.0002548797,0.0001980152],"domain_scores_gemma":[0.9988534,0.0002633691,0.0001904467,0.0001379767,0.0003615698,0.0001931973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009629237,0.00001104196,0.006577444,0.0006264977,0.00001568601,0.0007437131,0.02895604,0.0003879077,0.000454331,0.09498592,0.7625968,0.1045484],"study_design_scores_gemma":[0.000001429312,0.000006105088,0.006495676,0.0001673942,0.000001840914,0.0001101136,0.009845129,0.00002002446,0.00004785702,0.001191876,0.9821011,0.00001139561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04842066,0.04246119,0.001423776,0.1269151,0.01981838,0.00009842936,0.007320574,0.0004761149,0.7530658],"genre_scores_gemma":[0.5600739,0.04270104,0.002715637,0.01220282,0.004636423,0.0001156344,0.006193762,0.0008107546,0.3705501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1890589,"threshold_uncertainty_score":0.3759168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387525148","doi":"10.55650/igj.1976.881","title":"Reviews of Books and Maps","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Georgian; Northern ireland; History; Economic history; Geography; Ethnology","authors":[{"name":"T. J. Hughes","is_ca":false},{"name":"William J. Smyth","is_ca":false},{"name":"A. A. Horner","is_ca":false},{"name":"R. A. Butlin","is_ca":false},{"name":"J. P. Haughton","is_ca":false},{"name":"Breandán S. Mac Aodha","is_ca":false},{"name":"Stanley Waterman","is_ca":false},{"name":"D. P. Drew","is_ca":false},{"name":"J. A. K. Grahame","is_ca":false},{"name":"J. H. Andrews","is_ca":false},{"name":"James E. Killen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211439049070425,"gpt":0.2904625264512572,"spread":0.268348135960553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082862,0.001698361,0.001897787,0.01021657,0.001740765,0.009076328,0.002660286,0.001564675,0.2991401],"category_scores_gemma":[0.008864787,0.0008695857,0.0008284541,0.02307124,0.00118605,0.005433193,0.002702879,0.001833127,0.2469445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004315651,"about_ca_system_score_gemma":0.00912034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709654,"about_ca_topic_score_gemma":0.02903917,"domain_scores_codex":[0.9970208,0.0003370151,0.0002817558,0.0003477366,0.001730585,0.0002820629],"domain_scores_gemma":[0.9947831,0.001084694,0.0003782198,0.0004012873,0.00296069,0.0003920539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009278687,0.00000943341,0.00004666785,0.0009454359,0.000003520177,0.00003216909,0.00009579028,0.00005058062,0.00004894071,0.001483038,0.9098585,0.08741669],"study_design_scores_gemma":[0.000001148852,0.00000191366,0.0001206428,0.0004854143,0.000001370687,0.00002618211,0.00006231818,0.000007132597,0.000008733709,0.0002408484,0.9990409,0.000003432115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005047569,0.4467997,0.001367656,0.009723089,0.02401214,0.0002475608,0.008132068,0.001291625,0.5079215],"genre_scores_gemma":[0.003731687,0.3229537,0.002375535,0.005789589,0.007891525,0.0002454685,0.01144316,0.00101785,0.6445515],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2991401,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387858142","doi":"10.55650/igj.1992.575","title":"Reviews of Books","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; History; Humanities; Art history; Cartography; Geography; Art; Philosophy","authors":[{"name":"James H. Johnson","is_ca":false},{"name":"Arnold Horner","is_ca":false},{"name":"Joe Brady","is_ca":false},{"name":"J. A. Walsh","is_ca":false},{"name":"Kevin Hourihan","is_ca":false},{"name":"Paul Ferguson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03469036716370193,"gpt":0.3652799062594284,"spread":0.3305895390957264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007034973,0.001308067,0.001616462,0.006192609,0.001591465,0.01005589,0.002689694,0.00176526,0.4979482],"category_scores_gemma":[0.004503807,0.0006278809,0.0008040576,0.01103889,0.0008786065,0.005949046,0.002713789,0.002062634,0.4287464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958357,"about_ca_system_score_gemma":0.005395987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007538161,"about_ca_topic_score_gemma":0.01590429,"domain_scores_codex":[0.9985636,0.0001471549,0.0001149732,0.000253873,0.0007809075,0.0001394715],"domain_scores_gemma":[0.9982768,0.0002839571,0.0001075504,0.0001670731,0.0009203047,0.0002442651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009675897,0.00001330994,0.00004859321,0.0006657959,0.000003506628,0.00004108687,0.0001010844,0.00003376115,0.0000746565,0.00262147,0.9035162,0.09287085],"study_design_scores_gemma":[0.000001487526,0.000002228856,0.00009405396,0.0002632358,0.000001240859,0.00003682591,0.00005916293,0.000005653499,0.000008800203,0.0003084932,0.9992163,0.000002389192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004561354,0.1417802,0.0008885213,0.007729873,0.01897493,0.0001685039,0.004148669,0.0008609556,0.8249922],"genre_scores_gemma":[0.001680636,0.0723469,0.001153755,0.003414806,0.003631891,0.00009682761,0.004790385,0.0005749907,0.9123098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4979482,"threshold_uncertainty_score":0.716116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387524995","doi":"10.55650/igj.1975.891","title":"Locational patterns and trends within the pre-famine linen industry","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Famine; Economic geography; Geography; Business; Archaeology","authors":[{"name":"William J. Smyth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03900913267037875,"gpt":0.3197704300158829,"spread":0.2807612973455041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851485,0.00008433907,0.0001178525,0.002017145,0.0003797144,0.0006606628,0.0003614393,0.0003032066,0.008072558],"category_scores_gemma":[0.001507554,0.0001116859,0.0001635436,0.002991119,0.0004387736,0.0005888907,0.0005195938,0.000285717,0.001402392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009924661,"about_ca_system_score_gemma":0.0004983466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1237387,"about_ca_topic_score_gemma":0.2619626,"domain_scores_codex":[0.9996818,0.00006965012,0.0000278809,0.00006987587,0.00004693195,0.0001038601],"domain_scores_gemma":[0.998235,0.0002369493,0.0007908607,0.00009264425,0.0004102391,0.0002343072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001872304,0.00002397193,0.9873015,0.00003435603,0.00002185732,0.0001099555,0.001123324,0.000111532,0.0005509327,0.0002395204,0.0008942619,0.009401598],"study_design_scores_gemma":[9.836393e-7,0.00002173301,0.9984849,0.00001046886,0.00000242234,0.00002251845,0.0007731632,0.00004251949,0.00002418994,0.00001072298,0.0006045832,0.000001816364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916309,0.0004191697,0.0001182425,0.0002748025,0.000005728933,0.000007712651,0.003581439,0.000006634077,0.003955491],"genre_scores_gemma":[0.995301,0.0002418737,0.0001013723,0.00002140377,0.000006549993,0.000008263361,0.001632439,0.00000404903,0.002683055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237387,"threshold_uncertainty_score":0.2460369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891550","doi":"10.55650/igj.1997.386","title":"Land Leasing in Rural Ireland - some empirical findings from the south-east","year":2015,"lang":"en","type":"article","venue":"Irish Geography","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Endowment; Geography; Incentive; Grassland; Agricultural economics; Land area; Rural area; Land use; Business; Economics; Ecology; Agricultural science; Market economy","authors":[{"name":"William A. Jenkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04739913057095566,"gpt":0.2421561686057521,"spread":0.1947570380347964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412617,0.0001789247,0.0004300007,0.001599445,0.0007310059,0.001314699,0.0005729393,0.0002970514,0.003232661],"category_scores_gemma":[0.002899928,0.0002608947,0.0003797981,0.004075023,0.001266636,0.0009331195,0.001201122,0.0004595404,0.0005893026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215551,"about_ca_system_score_gemma":0.0009269852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007308,"about_ca_topic_score_gemma":0.2555524,"domain_scores_codex":[0.9992768,0.0002033468,0.00004166507,0.0001172689,0.00009334467,0.0002675149],"domain_scores_gemma":[0.9966485,0.0007480028,0.001525353,0.000203645,0.0004172801,0.0004571946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003193862,0.0002112613,0.9576042,0.0002679741,0.00007609047,0.001158522,0.02048742,0.0004405289,0.0006929333,0.0007732644,0.001737436,0.01623102],"study_design_scores_gemma":[0.000009603953,0.00006211405,0.971689,0.00005144218,0.00001186292,0.0001654065,0.02519909,0.0001314661,0.00004610509,0.00006664635,0.002559636,0.000007676513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995262,0.0002330828,0.00003115388,0.0001620489,0.000002170046,0.000008511858,0.0002167008,0.00000154901,0.004082829],"genre_scores_gemma":[0.9981317,0.0002633503,0.00003207997,0.00005044107,0.000004764022,0.000007891808,0.0002027461,0.000002953673,0.001304149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007308,"threshold_uncertainty_score":0.200289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553981","doi":"10.55650/igj.1982.773","title":"Reviews of Books and Maps","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Northern ireland; Population; Queen (butterfly); History; Media studies; Classics; Sociology; Economic history; Demography; Ethnology","authors":[{"name":"Stu Daultrey","is_ca":false},{"name":"P. J. Duffy","is_ca":false},{"name":"T. Jones Hughes","is_ca":false},{"name":"J. P. Haughton","is_ca":false},{"name":"D. G. Pringle","is_ca":false},{"name":"P. Breathnach","is_ca":false},{"name":"Desmond A. Gillmor","is_ca":false},{"name":"Stephen A. Royle","is_ca":false},{"name":"A. J. Parker","is_ca":false},{"name":"Andrew MacLaran","is_ca":false},{"name":"P. O'Flanagan","is_ca":false},{"name":"Mary Cawley","is_ca":false},{"name":"R. H. Buchanan","is_ca":false},{"name":"F. H. A. Aalen","is_ca":false},{"name":"Colin A. Lewis","is_ca":false},{"name":"E. Buckmaster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211439049070425,"gpt":0.2904625264512572,"spread":0.268348135960553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001330049,0.002069779,0.002535799,0.01192138,0.001556015,0.01108297,0.00301882,0.001626656,0.3935817],"category_scores_gemma":[0.009749694,0.0009747182,0.000990833,0.0258157,0.001325049,0.006586523,0.00329179,0.002082048,0.348895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004119324,"about_ca_system_score_gemma":0.007133475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011554,"about_ca_topic_score_gemma":0.01974981,"domain_scores_codex":[0.9971899,0.0003668444,0.0002994319,0.0003718508,0.001508207,0.0002638011],"domain_scores_gemma":[0.9945167,0.001085003,0.0004083884,0.0004759092,0.002981451,0.0005325098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009262626,0.000009613134,0.00003979263,0.0008830334,0.000003841136,0.00002930712,0.00007494936,0.0000420249,0.00005742682,0.001188448,0.9182814,0.07938086],"study_design_scores_gemma":[0.000001576096,0.000002805823,0.000136961,0.0004599392,0.000001538057,0.00003284624,0.00006311854,0.000007463196,0.000007777833,0.0002566492,0.9990258,0.000003571849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004666118,0.3197875,0.00138495,0.01012865,0.04175041,0.0003412428,0.007550111,0.001631401,0.6169592],"genre_scores_gemma":[0.002344003,0.1953194,0.002187402,0.004444057,0.009210653,0.0002365862,0.009309228,0.0009314032,0.7760174],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3935817,"threshold_uncertainty_score":0.8649821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891616","doi":"10.55650/igj.1995.424","title":"Reviews of Books","year":2015,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Queen (butterfly); History; Art history; Archaeology; Art; Philosophy","authors":[{"name":"Lindsay Proudfoot","is_ca":false},{"name":"Michael J. Bannon","is_ca":false},{"name":"Patrick O’Connor","is_ca":false},{"name":"William Nolan","is_ca":false},{"name":"J. H. Andrews","is_ca":false},{"name":"Jim Mac Laughlìn","is_ca":false},{"name":"Arnold Horner","is_ca":false},{"name":"Barry Brunt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09157681367907096,"gpt":0.2526096633405125,"spread":0.1610328496614415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006510117,0.001501137,0.001644849,0.006454882,0.001708089,0.009910122,0.002743229,0.001704193,0.5455189],"category_scores_gemma":[0.003842321,0.0007298472,0.0009360148,0.0104595,0.0008433126,0.00595187,0.002937393,0.002216317,0.487646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108623,"about_ca_system_score_gemma":0.00599849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009989803,"about_ca_topic_score_gemma":0.02353731,"domain_scores_codex":[0.9987042,0.0001299733,0.0001013583,0.0002473986,0.0006856079,0.0001314831],"domain_scores_gemma":[0.99844,0.0002406682,0.00009781827,0.0001577245,0.0008241333,0.0002397121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009079808,0.00001163367,0.00004682595,0.000537873,0.000003235175,0.00004613776,0.00009111725,0.00002688904,0.00007197245,0.002056523,0.9191698,0.07792888],"study_design_scores_gemma":[0.000001265187,0.000001607191,0.00007703117,0.0002130888,0.000001156243,0.00004089327,0.00004751363,0.00000474213,0.000008652965,0.0002292657,0.9993724,0.000002278404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003922414,0.1145531,0.000951978,0.00612454,0.01491253,0.0001598467,0.005127031,0.001034373,0.8567444],"genre_scores_gemma":[0.001356782,0.05909777,0.001152931,0.003054927,0.002734776,0.00008551963,0.005535316,0.0006929413,0.926289],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5455189,"threshold_uncertainty_score":0.648262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121052189","doi":"10.55650/igj.2019.1429","title":"I Challenging Gender Discrimination in Irish Geography","year":2021,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Conversation; Gender studies; Session (web analytics); Sociology; Work (physics); Social geography; Media studies; Public relations; Political science; Social science; Human geography; Engineering","authors":[{"name":"Karen E. Till","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03893911354101221,"gpt":0.3096580870124365,"spread":0.2707189734714243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005271753,0.0008167587,0.0007913404,0.002955151,0.01256586,0.01756357,0.002002265,0.002461615,0.008242262],"category_scores_gemma":[0.009751369,0.0003750835,0.0005595125,0.0048802,0.01891697,0.00771162,0.009710324,0.005939194,0.00217892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217773,"about_ca_system_score_gemma":0.006475793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04447405,"about_ca_topic_score_gemma":0.0679589,"domain_scores_codex":[0.993562,0.003457745,0.0002236346,0.0005632594,0.001393161,0.0008003218],"domain_scores_gemma":[0.9945877,0.002864557,0.0003385348,0.0004476547,0.001100784,0.0006608485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004723182,0.00002734942,0.001898288,0.0004493956,0.00001524065,0.0007493356,0.2704826,0.0001380126,0.0003400931,0.1574543,0.5283915,0.04000657],"study_design_scores_gemma":[0.000002117044,0.000008719938,0.0006637285,0.0004989387,0.000003118482,0.0002073689,0.1071742,0.00002550125,0.00008239428,0.005011395,0.8863068,0.00001577601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03817994,0.04939799,0.004863921,0.2865455,0.05364017,0.0001230588,0.000438579,0.000175659,0.5666352],"genre_scores_gemma":[0.5042154,0.06201075,0.004103055,0.1067056,0.03398211,0.0003336189,0.0008051737,0.001524972,0.2863193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04447405,"threshold_uncertainty_score":0.08843035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891434","doi":"10.55650/igj.1998.368","title":"The survival of archaeological monuments: Trends and attitudes","year":2015,"lang":"en","type":"article","venue":"Irish Geography","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Archaeology; Geography; History; Archaeological record","authors":[{"name":"Muiris O’Sullivan","is_ca":false},{"name":"Laurence Kennedy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05148832338796692,"gpt":0.2922432163910936,"spread":0.2407548930031266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163336,0.0001175613,0.0001823477,0.002438601,0.001285724,0.002423979,0.0007369389,0.0007243475,0.003296069],"category_scores_gemma":[0.005780438,0.000211678,0.0001674321,0.002905204,0.00198843,0.002085676,0.001662957,0.0009292919,0.0004017084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015282,"about_ca_system_score_gemma":0.0007566541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02451632,"about_ca_topic_score_gemma":0.03763183,"domain_scores_codex":[0.999149,0.0001792699,0.00007006236,0.0001066967,0.0002153147,0.0002797125],"domain_scores_gemma":[0.9935552,0.001205573,0.003335813,0.0002232014,0.0008355589,0.0008446103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007618278,0.00006318931,0.9011497,0.00009338722,0.00002565265,0.0002532113,0.06674153,0.00004412141,0.0006553037,0.0008498224,0.0009680716,0.02907973],"study_design_scores_gemma":[0.000001139873,0.00006081408,0.9003096,0.00003611523,0.000005488761,0.0002838722,0.09387656,0.00004390009,0.0001160588,0.00006868791,0.005188209,0.000009520391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957358,0.0005075373,0.00004495757,0.000701672,0.000008937312,0.000004378179,0.0001181115,0.000003371258,0.002875322],"genre_scores_gemma":[0.9980118,0.0005574957,0.0000512037,0.00008405664,0.00001749758,0.000003948428,0.00008596852,0.000002722557,0.001185144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02451632,"threshold_uncertainty_score":0.04874724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387858321","doi":"10.55650/igj.1989.661","title":"The Role of Farm Woodland in Northern Ireland: An Appraisal","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Woodland; Hectare; Agriculture; Geography; Resource (disambiguation); Quarter (Canadian coin); Agricultural land; Census; Northern ireland; Land use; Agricultural economics; Environmental protection; Economics; Ecology; Demography; Archaeology; Population; Biology","authors":[{"name":"Claire Guyer","is_ca":false},{"name":"Christopher J. Edwards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004803112563946813,"gpt":0.228094123222097,"spread":0.2232910106581502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169922,0.0003853012,0.0005083149,0.003182485,0.0006151473,0.002970429,0.0008417804,0.0005511535,0.003091487],"category_scores_gemma":[0.002158115,0.0003036292,0.0004839941,0.00472075,0.001631993,0.002081319,0.001907569,0.0006127859,0.000462496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287606,"about_ca_system_score_gemma":0.01136634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1999539,"about_ca_topic_score_gemma":0.3266845,"domain_scores_codex":[0.9985246,0.0003213482,0.0001443702,0.0001221589,0.0004063187,0.0004812475],"domain_scores_gemma":[0.9984103,0.0003284919,0.0004522594,0.00005799919,0.0005287415,0.0002221853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007244817,0.000239699,0.1275575,0.02040117,0.0003022198,0.002730564,0.00698895,0.008377284,0.001736886,0.02267963,0.03878316,0.7694786],"study_design_scores_gemma":[0.00002516842,0.0004611273,0.5414035,0.006798924,0.0001634357,0.001186591,0.01678216,0.0007644183,0.0007661518,0.001768223,0.42977,0.0001103478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2927808,0.5022487,0.001183975,0.0185181,0.001008647,0.0001595041,0.00266444,0.0001234733,0.1813124],"genre_scores_gemma":[0.6621082,0.315083,0.001020656,0.002113005,0.0004645649,0.00008553913,0.001189932,0.00004329228,0.0178918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1999539,"threshold_uncertainty_score":0.39758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725980566","doi":"10.2014/igj.v50i1.1258","title":"Travellers, land management, and the political ecology of marginalisation in Celtic-Tiger Ireland","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Celtic Tiger; Irish; Safeguarding; Geography; Politics; Celtic languages; Population; Land tenure; Political science; Economy; Economic growth; Sociology; Law; Economics; Agriculture","authors":[{"name":"Patricia Burke Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03758052018513255,"gpt":0.373865378586735,"spread":0.3362848584016024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00247877,0.0001999323,0.0004276608,0.001738607,0.009745445,0.007210348,0.001035545,0.001152028,0.005022584],"category_scores_gemma":[0.002950619,0.0003022207,0.0001821362,0.002088313,0.02735593,0.002433295,0.006554394,0.002797235,0.0003829915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583086,"about_ca_system_score_gemma":0.01020648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2311826,"about_ca_topic_score_gemma":0.3373223,"domain_scores_codex":[0.9962632,0.001605556,0.00007446701,0.0001799564,0.0002390786,0.001637788],"domain_scores_gemma":[0.9978561,0.000507516,0.0003853645,0.00007465995,0.0001954933,0.0009808891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006091133,0.00009614974,0.03151309,0.0001086196,0.000008987659,0.0006699965,0.9250001,0.00005788734,0.0002046023,0.02671283,0.003882488,0.01168434],"study_design_scores_gemma":[0.000007600379,0.0000385599,0.02918006,0.0001213232,0.000002459032,0.0001419561,0.9434317,0.00002509466,0.00002390848,0.0008035972,0.02621176,0.00001203686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469489,0.001986395,0.00007780597,0.01024269,0.00006387339,0.00002143463,0.00002471253,0.00000471744,0.04062947],"genre_scores_gemma":[0.9955894,0.0006326213,0.00002108892,0.0005846884,0.00001766558,0.00001134059,0.000008072601,0.000004794467,0.003130291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311826,"threshold_uncertainty_score":0.459674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553970","doi":"10.55650/igj.1965.1037","title":"Changes in population and farm holdings in Northern Ireland","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Geography; Agricultural economics; Population; Northern ireland; Business; Economics; Demography; History; Sociology; Ethnology","authors":[{"name":"V. B. Proudfoot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01415996332810596,"gpt":0.2289688506684968,"spread":0.2148088873403908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358288,0.0001069497,0.0002341769,0.0009865462,0.0004585782,0.0008781566,0.0005955657,0.0003243372,0.004094839],"category_scores_gemma":[0.001380739,0.0001754403,0.0004114747,0.001547432,0.0007366637,0.0007478262,0.001234181,0.0004429414,0.0006693039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121108,"about_ca_system_score_gemma":0.001489466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391585,"about_ca_topic_score_gemma":0.4838331,"domain_scores_codex":[0.9994586,0.00009573239,0.0000355442,0.00009413475,0.00005203286,0.0002639304],"domain_scores_gemma":[0.9991307,0.00009185883,0.0002526196,0.00005343708,0.000197604,0.0002738643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004520332,0.00008095634,0.9762463,0.00006923717,0.00008616114,0.0004828284,0.004858822,0.0009931714,0.0008691408,0.0003802406,0.002000543,0.01348066],"study_design_scores_gemma":[0.00000201898,0.00002307365,0.9955331,0.000008901268,0.000004836288,0.00004399408,0.003469154,0.00008267484,0.00002339627,0.00001703063,0.000787058,0.000004663831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997057,0.00008631013,0.00003596151,0.0001406741,0.00000556839,0.000003621127,0.000674633,0.000005217109,0.001991086],"genre_scores_gemma":[0.9979765,0.00005772303,0.00002611062,0.00002988107,0.000003744073,0.000007167969,0.0004046305,0.000003062478,0.001491215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391585,"threshold_uncertainty_score":0.7786114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390891448","doi":"10.55650/igj.2004.204","title":"Geography in Ireland in transition‐some comments : Introduction","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Transition (genetics); Economic geography; Physical geography; Regional science; Biology","authors":[{"name":"Mary Gilmartin","is_ca":false},{"name":"Ulf Strohmayer","is_ca":false},{"name":"Anna Davies","is_ca":false},{"name":"David Taylor","is_ca":false},{"name":"Caitríona Ní Laoire","is_ca":false},{"name":"Gerald Mills","is_ca":false},{"name":"David Nally","is_ca":true},{"name":"Denis Linehan","is_ca":false},{"name":"Seamus Grimes","is_ca":false},{"name":"Pádraig Carmody","is_ca":false},{"name":"Mark McCarthy","is_ca":false},{"name":"Jim Hourihane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009274540087255359,"gpt":0.2588844299959871,"spread":0.2496098899087317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005949896,0.0008935892,0.0007573467,0.001792062,0.008981124,0.01106925,0.002968302,0.01771329,0.01492309],"category_scores_gemma":[0.02724218,0.0004736297,0.001222382,0.002727826,0.008210944,0.007240574,0.008634217,0.01781101,0.004047743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01922093,"about_ca_system_score_gemma":0.01477905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1210559,"about_ca_topic_score_gemma":0.1381804,"domain_scores_codex":[0.9937424,0.002141338,0.0004535199,0.000775917,0.001591764,0.001295057],"domain_scores_gemma":[0.9883223,0.005055571,0.0006730236,0.0004177722,0.003830236,0.001701116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001199619,0.000004909853,0.000136019,0.0001309537,0.000002784694,0.0001995035,0.002916894,0.00003918243,0.00005226574,0.0101251,0.9844247,0.001955728],"study_design_scores_gemma":[0.000007680145,0.000007189176,0.0007517208,0.0003666027,0.00000350333,0.00008024363,0.006552475,0.00003026828,0.00003935793,0.001568322,0.9905574,0.00003526818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007610139,0.004702918,0.0001277736,0.9151877,0.0604385,0.00003074377,0.0001893654,0.00004278318,0.01851918],"genre_scores_gemma":[0.02520623,0.005109149,0.0003087333,0.8758193,0.04108515,0.000133482,0.0001748631,0.0001962896,0.05196679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1210559,"threshold_uncertainty_score":0.2407026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387524670","doi":"10.55650/igj.1980.791","title":"The Irish abroad: Better questions through a better source, the Canadian census","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Aurora College; University of Toronto","funders":"","keywords":"Irish; Emigration; Census; Context (archaeology); Protestantism; Acculturation; Ethnic group; Immigration; Genealogy; Demographic economics; Sociology; Geography; Political science; History; Demography; Law; Economics; Population; Archaeology; Linguistics","authors":[{"name":"Cecil J. Houston","is_ca":true},{"name":"William J. Smyth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01490265658288899,"gpt":0.2859502226970475,"spread":0.2710475661141585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003568779,0.0006572611,0.0008214661,0.01412961,0.007151065,0.006419131,0.001915933,0.0007985617,0.02673298],"category_scores_gemma":[0.0189269,0.000424964,0.0004003856,0.04008657,0.001858943,0.0032044,0.002936389,0.001922935,0.003419443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05790615,"about_ca_system_score_gemma":0.08398559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955981,"about_ca_topic_score_gemma":0.9959758,"domain_scores_codex":[0.9957267,0.0005015322,0.0003077064,0.0002440032,0.002315499,0.0009046152],"domain_scores_gemma":[0.983479,0.001380715,0.0007371732,0.0007765322,0.01178322,0.001843297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003088171,0.00003406321,0.02106751,0.0004766521,0.00002234474,0.0001472356,0.008848079,0.0002542911,0.0001249448,0.01957691,0.8929404,0.05647668],"study_design_scores_gemma":[0.00001471794,0.000007507293,0.08260708,0.0008998599,0.00001638998,0.00005469108,0.02738064,0.0001394975,0.00009780061,0.001480276,0.8872314,0.00007002384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04238299,0.02678841,0.002984551,0.2001397,0.004562917,0.0009384564,0.3766898,0.0003690562,0.3451442],"genre_scores_gemma":[0.400072,0.08432456,0.01863002,0.02891688,0.002678966,0.001681804,0.2455794,0.001191025,0.2169255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05790615,"threshold_uncertainty_score":0.4201405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387858538","doi":"10.55650/igj.1991.592","title":"Reviews of Books","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Emigration; Settlement (finance); History; Welsh; Media studies; Art history; Economic history; Archaeology; Sociology; Philosophy","authors":[{"name":"Proinnsias Breathnach","is_ca":false},{"name":"Kevin Whelan","is_ca":false},{"name":"R. H. Buchanan","is_ca":false},{"name":"Stephen A. Royle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02649543624447596,"gpt":0.3063187407822043,"spread":0.2798233045377284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006079473,0.001096806,0.00130981,0.006139896,0.00159362,0.008197647,0.00221193,0.001715561,0.5071877],"category_scores_gemma":[0.004632182,0.0005516615,0.0006816939,0.01069325,0.0008880211,0.00510526,0.002327418,0.001754252,0.4137712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587499,"about_ca_system_score_gemma":0.004306839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007801171,"about_ca_topic_score_gemma":0.01647642,"domain_scores_codex":[0.9987988,0.0001311122,0.0001035726,0.0001810731,0.0006710165,0.0001142914],"domain_scores_gemma":[0.9980179,0.0003808354,0.0001091087,0.0002106759,0.001037499,0.0002439792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008615149,0.00001095724,0.00004053019,0.0004929491,0.000002584298,0.00004062887,0.0000922152,0.00002824018,0.00005726896,0.002578716,0.9143766,0.08227073],"study_design_scores_gemma":[0.000001257132,0.00000180158,0.00009362061,0.0002502456,9.521297e-7,0.00003696534,0.0000528853,0.000004891242,0.00000788507,0.0003629399,0.9991844,0.000002068214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000441597,0.1436896,0.0007957119,0.007843664,0.01722627,0.0001470905,0.004798165,0.0008210174,0.8242369],"genre_scores_gemma":[0.001830049,0.06394829,0.0009133386,0.003174102,0.00327334,0.00008044019,0.0049517,0.0005142924,0.9213145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5071877,"threshold_uncertainty_score":0.7029369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390877011","doi":"10.55650/igj.2012.24","title":"The Little Big House at Gweedore: inscribing sociality and space in north-west Ireland, 1842","year":2014,"lang":"en","type":"article","venue":"Irish Geography","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Irish; Liminality; Politics; Estate; Space (punctuation); Hospitality; Media studies; Reading (process); Private space; Articulation (sociology); Public space; Landlord; Sociology; History; Art; Law; Political science; Archaeology; Engineering; Tourism","authors":[{"name":"Kevin J. James","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02628535181364309,"gpt":0.287557546948016,"spread":0.2612721951343729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045415,0.0004670586,0.0003402524,0.00127855,0.008998695,0.006618267,0.0007520391,0.001088219,0.003270465],"category_scores_gemma":[0.001223755,0.0004482683,0.0002343234,0.001668436,0.02105331,0.003278508,0.003484905,0.00295891,0.0006096003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01964149,"about_ca_system_score_gemma":0.00802175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3101424,"about_ca_topic_score_gemma":0.6021451,"domain_scores_codex":[0.9986572,0.0005475807,0.00003541943,0.0001138898,0.0001980693,0.0004477327],"domain_scores_gemma":[0.9995215,0.0001356299,0.00005868949,0.00003589622,0.00008191026,0.0001663352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005591183,0.00002780008,0.002543896,0.0001497032,0.000008607202,0.001049207,0.8836871,0.0001093399,0.0004816325,0.05302596,0.04158029,0.01728055],"study_design_scores_gemma":[0.000007093694,0.00002822935,0.01551322,0.0002391574,0.000006139087,0.0004484636,0.3998886,0.00003780676,0.0001389916,0.001641198,0.5820174,0.0000337673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2790865,0.01289585,0.0006284174,0.009872769,0.001058415,0.00006777242,0.0002169584,0.00005510893,0.6961184],"genre_scores_gemma":[0.86886,0.003001628,0.0002409248,0.001604212,0.000151519,0.00005533537,0.00007886366,0.00009492274,0.1259126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3101424,"threshold_uncertainty_score":0.6166744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387554349","doi":"10.55650/igj.1977.861","title":"Reviews of Books and Maps","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; History; Emigration; Knight; Vernacular; Northern ireland; Majesty; George (robot); Wright; Archaeology; Art history; Art; Ethnology; Philosophy","authors":[{"name":"T. J. Hughes","is_ca":false},{"name":"R. H. Buchanan","is_ca":false},{"name":"K. A. Mawhinney","is_ca":false},{"name":"J. P. Haughton","is_ca":false},{"name":"F. W. Boal","is_ca":false},{"name":"Robert D. Osborne","is_ca":false},{"name":"Anngret Simms","is_ca":false},{"name":"F. H. A. Aalen","is_ca":false},{"name":"A. A. Horner","is_ca":false},{"name":"J. A. K. Grahame","is_ca":false},{"name":"Michael J. Bannon","is_ca":false},{"name":"J. H. Andrews","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02211439049070425,"gpt":0.2904625264512572,"spread":0.268348135960553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064067,0.001639543,0.001620443,0.009934551,0.001949957,0.01055479,0.002507789,0.001877797,0.2924141],"category_scores_gemma":[0.009851112,0.0007489727,0.0008059627,0.01873075,0.001327499,0.006021338,0.003061645,0.002026404,0.2255666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889925,"about_ca_system_score_gemma":0.007198554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009274351,"about_ca_topic_score_gemma":0.01757366,"domain_scores_codex":[0.9971206,0.0004156527,0.0002436271,0.0003411975,0.001598742,0.0002801274],"domain_scores_gemma":[0.9952768,0.001093041,0.0003609245,0.0003937589,0.00241474,0.0004607698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009972316,0.000009219078,0.00004262346,0.0008949031,0.000003981096,0.00004061329,0.0001504449,0.00004560357,0.00006448041,0.002600858,0.9042461,0.09189115],"study_design_scores_gemma":[8.450106e-7,0.000001728203,0.00008143758,0.0003997,0.000001133163,0.00003012383,0.00006252468,0.000004783081,0.000007890465,0.0002645643,0.9991426,0.000002519927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004456518,0.4779813,0.001065066,0.01040413,0.03103516,0.0001481945,0.003738493,0.000888722,0.4742933],"genre_scores_gemma":[0.003889038,0.3203005,0.00175637,0.00552846,0.01035593,0.0001737403,0.006165305,0.0008150281,0.6510157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2924141,"threshold_uncertainty_score":0.9782226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119895599","doi":"10.55650/igj.2019.1431","title":"III The feminist fork in the road: Focusing on mentoring as support and strategy in the absence of magical insights for getting more men ‘on board’","year":2021,"lang":"en","type":"article","venue":"Irish Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Irish; Conversation; Gender studies; Sociology; Session (web analytics); Work (physics); Public relations; Media studies; Political science; Engineering","authors":[{"name":"Zoë A. Meletis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02815663276434596,"gpt":0.3199561685598974,"spread":0.2917995357955515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01250644,0.0006535149,0.0005510868,0.001331446,0.01323012,0.02446804,0.002405288,0.003712305,0.009507951],"category_scores_gemma":[0.01752893,0.0003180181,0.0005135165,0.001961628,0.02761533,0.01435796,0.01197575,0.007406834,0.002990071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00642144,"about_ca_system_score_gemma":0.006893401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351041,"about_ca_topic_score_gemma":0.007929605,"domain_scores_codex":[0.9836842,0.01145828,0.0002834435,0.0007899161,0.001932547,0.00185171],"domain_scores_gemma":[0.9875084,0.007081793,0.0007989443,0.001122607,0.001354231,0.002133997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007152785,0.00006397313,0.001818826,0.0006484109,0.00001975809,0.0006261739,0.3600987,0.0001524665,0.0005066203,0.3804849,0.184551,0.07095771],"study_design_scores_gemma":[0.000003745172,0.0000348694,0.0006738199,0.001042657,0.000004648698,0.0002004252,0.1465899,0.00006742888,0.000242774,0.01773423,0.8333873,0.00001821962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03568221,0.04337229,0.00934387,0.3677664,0.01685493,0.000158487,0.000130364,0.0002694463,0.526422],"genre_scores_gemma":[0.7046779,0.02637738,0.005202605,0.06461953,0.008040849,0.0003915707,0.0001480295,0.0009336598,0.1896084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02446804,"threshold_uncertainty_score":0.06614119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553692","doi":"10.55650/igj.2017.1258","title":"Travellers, land management, and the political ecology of marginalisation in Celtic-Tiger Ireland","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Celtic Tiger; Irish; Safeguarding; Politics; Geography; Celtic languages; Population; Government (linguistics); Speculation; Land tenure; European union; Political science; Economy; Economic growth; Business; Sociology; Law; Economics; Economic policy; Agriculture","authors":[{"name":"Patricia Burke Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03758052018513255,"gpt":0.373865378586735,"spread":0.3362848584016024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00247877,0.0001999323,0.0004276608,0.001738607,0.009745445,0.007210348,0.001035545,0.001152028,0.005022584],"category_scores_gemma":[0.002950619,0.0003022207,0.0001821362,0.002088313,0.02735593,0.002433295,0.006554394,0.002797235,0.0003829915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583086,"about_ca_system_score_gemma":0.01020648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2311826,"about_ca_topic_score_gemma":0.3373223,"domain_scores_codex":[0.9962632,0.001605556,0.00007446701,0.0001799564,0.0002390786,0.001637788],"domain_scores_gemma":[0.9978561,0.000507516,0.0003853645,0.00007465995,0.0001954933,0.0009808891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006091133,0.00009614974,0.03151309,0.0001086196,0.000008987659,0.0006699965,0.9250001,0.00005788734,0.0002046023,0.02671283,0.003882488,0.01168434],"study_design_scores_gemma":[0.000007600379,0.0000385599,0.02918006,0.0001213232,0.000002459032,0.0001419561,0.9434317,0.00002509466,0.00002390848,0.0008035972,0.02621176,0.00001203686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469489,0.001986395,0.00007780597,0.01024269,0.00006387339,0.00002143463,0.00002471253,0.00000471744,0.04062947],"genre_scores_gemma":[0.9955894,0.0006326213,0.00002108892,0.0005846884,0.00001766558,0.00001134059,0.000008072601,0.000004794467,0.003130291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311826,"threshold_uncertainty_score":0.459674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387553644","doi":"10.55650/igj.1951.1178","title":"Reviews of Books","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Irish; Population; Rothschild; Media studies; Humanities; Sociology; Geography; Art; Demography; Philosophy; Archaeology; Linguistics","authors":[{"name":"T. W. Freeman","is_ca":false},{"name":"A. Farrington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04534926608481292,"gpt":0.2765620122120729,"spread":0.23121274612726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006671034,0.001184067,0.001469656,0.005835577,0.001461387,0.009193872,0.002527626,0.001704615,0.5851082],"category_scores_gemma":[0.005308392,0.0006054678,0.0008465988,0.008992624,0.0009543851,0.006101464,0.002798569,0.002071686,0.5024624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830483,"about_ca_system_score_gemma":0.004813822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006947463,"about_ca_topic_score_gemma":0.01259903,"domain_scores_codex":[0.9986024,0.0001551192,0.0001251981,0.000246705,0.0007397187,0.0001307422],"domain_scores_gemma":[0.9979342,0.0003604311,0.0001057085,0.0002666833,0.001041883,0.0002910868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009367414,0.00001196833,0.00004202289,0.0004348267,0.000003010285,0.00004016884,0.0000782222,0.00003761573,0.00006089685,0.003808016,0.9078887,0.08758525],"study_design_scores_gemma":[0.000001080025,0.000001437932,0.00006213412,0.0001428611,8.576462e-7,0.00003237034,0.00003496918,0.0000051722,0.000007351872,0.0003541484,0.9993557,0.000001764764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003824689,0.08206413,0.001255837,0.007900437,0.01760088,0.0001708156,0.006383591,0.00120701,0.8830348],"genre_scores_gemma":[0.001941512,0.04117749,0.001240144,0.003105921,0.003606343,0.00009284675,0.006550006,0.000778448,0.9415073],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5851082,"threshold_uncertainty_score":0.5917928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}