{"meta":{"query_hash":"7892dd732213","filters":{"venue":"Rethinking rural"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7892dd732213","api":"https://metacan.xera.ac/api/v1/cohort?venue=Rethinking+rural"},"results":[{"id":"W4323967800","doi":"10.1007/978-3-031-18042-2_5","title":"Living Better but Separated: The Emotional Impacts of the Canadian Seasonal Agricultural Workers Programme on Transmigrant Workers","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fonds de Recherche du Québec - Santé","funders":"","keywords":"Farm workers; Agriculture; Business; Agricultural economics; Environmental health; Geography; Economics; Medicine; Archaeology","score_opus":0.055611794249941435,"score_gpt":0.3191772528102172,"score_spread":0.26356545856027574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323967800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5341332,0.0010682339,0.0000021513283,0.14817181,0.008525667,0.0059423847,0.00073402375,0.00063227053,0.30079025],"genre_scores_gemma":[0.7031886,0.00006721164,0.000015825231,0.0018671844,0.0010730824,0.00008544204,0.00013385496,0.000109334214,0.2934595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964158,0.0003310514,0.00069025654,0.00037125274,0.001060248,0.0011313696],"domain_scores_gemma":[0.997341,0.0012008003,0.00052254915,0.00042339624,0.00027216764,0.00024010843],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010662711,0.0005597645,0.000548148,0.00013889889,0.0031547742,0.000054996846,0.0006080549,0.00075914565,0.0003019216],"category_scores_gemma":[0.00011895724,0.00028063657,0.0005578873,0.00019127766,0.00038344366,0.000071731854,0.00017009127,0.002955546,0.00019322912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020762735,0.000056819044,0.600462,0.0009890961,0.0031665096,0.00006074067,0.074164025,0.0001252553,0.000025766612,0.05585529,0.25734168,0.007545178],"study_design_scores_gemma":[0.0005268659,0.00012871518,0.9342038,0.020379229,0.00037217216,0.0000087397575,0.0049992655,0.00002053625,0.0000020561924,0.009961141,0.02860785,0.00078960933],"about_ca_topic_score_codex":0.068853825,"about_ca_topic_score_gemma":0.4132841,"teacher_disagreement_score":0.34443027,"about_ca_system_score_codex":0.0007655037,"about_ca_system_score_gemma":0.0010224582,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W4323967850","doi":"10.1007/978-3-031-18042-2_4","title":"‘Caging All Tigers’: Pathways to Occupational Health and Safety for Transnational Agricultural Workers in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Farm workers; Agriculture; Occupational safety and health; Environmental health; Business; Geography; Political science; Medicine; Archaeology; Law","score_opus":0.03768368786900706,"score_gpt":0.22980747643947227,"score_spread":0.19212378857046522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323967850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66962415,0.0029041045,0.0001485036,0.24134907,0.0054613347,0.012091416,0.012703743,0.0011095123,0.05460815],"genre_scores_gemma":[0.9264256,0.00035592035,0.0009356501,0.009188535,0.0016220043,0.00014290655,0.014495719,0.000022312635,0.046811372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979538,0.000030091134,0.0005200663,0.0004542891,0.00051667163,0.00052510225],"domain_scores_gemma":[0.99892867,0.00045817305,0.00019603793,0.000046846937,0.00009937706,0.00027087692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000355543,0.0003544381,0.00043415176,0.000030166342,0.00032310997,0.000054086275,0.00022716697,0.0002297555,0.00004464753],"category_scores_gemma":[0.000014644518,0.00014953996,0.00013827777,0.00012346514,0.000027821898,0.000087778506,0.000067085995,0.0003963286,0.0000055685323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010887166,0.000058660433,0.021808285,0.00034136578,0.00045567474,0.00006427348,0.0085347835,0.00070660486,0.0023421743,0.7584907,0.039422367,0.1666864],"study_design_scores_gemma":[0.00088498933,0.00041515293,0.80460835,0.0009560752,0.00005301054,0.000041315638,0.0044142194,0.00010098654,0.000010014311,0.028729936,0.15788221,0.0019037399],"about_ca_topic_score_codex":0.08899435,"about_ca_topic_score_gemma":0.8098738,"teacher_disagreement_score":0.7828001,"about_ca_system_score_codex":0.00069527526,"about_ca_system_score_gemma":0.00039929603,"threshold_uncertainty_score":0.9170721},"labels":[],"label_agreement":null},{"id":"W4388448858","doi":"10.1007/978-3-031-15233-7_1","title":"Introduction: Young People’s Pathways into Farming","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"International Fund for Agricultural Development; University of Melbourne; National University of Singapore","keywords":"Agriculture; Livelihood; Agrarian society; Economic growth; Face (sociological concept); Successor cardinal; Population; Political science; Geography; Sociology; Social science; Economics","score_opus":0.03236923885124629,"score_gpt":0.2859115276048495,"score_spread":0.2535422887536032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00420328,0.00024276825,0.000110042565,0.019945875,0.020485373,0.0005287654,0.000023742252,0.001285496,0.95317465],"genre_scores_gemma":[0.048181612,0.00049834285,0.00038323575,0.00018587848,0.008143544,0.000013766676,0.00019416548,0.00010108813,0.94229835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99790376,0.00007237592,0.00037021594,0.0003986731,0.00084560545,0.0004093499],"domain_scores_gemma":[0.9988531,0.00015057829,0.00026904081,0.0003398495,0.00022343328,0.00016398172],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010632583,0.00028321586,0.00035411934,0.00014905202,0.0013643319,0.00025441687,0.0004171445,0.00069687265,0.0011421514],"category_scores_gemma":[0.00032150102,0.00031781077,0.0002907162,0.00015692039,0.00031572083,0.00018819429,0.00011621818,0.0009119543,0.0014388486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020995462,0.0000044788526,0.00014989307,0.000028335075,0.00003647026,0.0000031670731,0.1858632,0.000004135789,0.000004423564,0.8032016,0.008120396,0.002581807],"study_design_scores_gemma":[0.00013957293,0.000027646951,0.00042879276,0.00028026555,0.000105474086,0.00000766281,0.02633373,0.00009755988,0.0000010536646,0.53319633,0.4385182,0.0008637483],"about_ca_topic_score_codex":0.002055143,"about_ca_topic_score_gemma":0.012063017,"teacher_disagreement_score":0.43039778,"about_ca_system_score_codex":0.0006596961,"about_ca_system_score_gemma":0.0005735897,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W4388448942","doi":"10.1007/978-3-031-15233-7_4","title":"Impervious Odds and Complicated Legacies: Young People’s Pathways into Farming in Ontario, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; University of Guelph","funders":"","keywords":"Agriculture; Odds; Face (sociological concept); Geography; Impervious surface; Economic growth; Business; Sociology; Social science; Ecology; Medicine; Economics; Archaeology","score_opus":0.020316399163189454,"score_gpt":0.1905650164994572,"score_spread":0.17024861733626775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97206056,0.00013888054,1.6911092e-7,0.0016219931,0.00038029847,0.00041881215,0.000021947035,0.0001479457,0.02520939],"genre_scores_gemma":[0.8977644,0.000058693855,0.00001893978,0.00013375458,0.00007306068,0.000015049989,0.0003706395,0.0000059046392,0.10155959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980402,0.00003493052,0.00048600882,0.0005054901,0.00044357285,0.00048980134],"domain_scores_gemma":[0.9992632,0.00023455478,0.00016073907,0.00010311759,0.00010662798,0.00013175955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646216,0.00040607393,0.0005384572,0.000035943714,0.00036917508,0.00014104527,0.00034651905,0.00038009376,0.00028154344],"category_scores_gemma":[0.000045546614,0.00019390573,0.00009528634,0.00012453792,0.0000840905,0.000112588416,0.00032553865,0.0008125414,0.000012324922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024510475,0.00008097606,0.67948496,0.0006580398,0.00033794797,0.0011144675,0.05073342,0.000017403872,0.008770303,0.12869698,0.01148776,0.11837262],"study_design_scores_gemma":[0.00021711872,0.00009852134,0.8808257,0.0004418002,0.000025279287,0.000037433885,0.0018701414,0.00006302152,0.000020349114,0.09659142,0.018734515,0.0010746752],"about_ca_topic_score_codex":0.98559093,"about_ca_topic_score_gemma":0.9997127,"teacher_disagreement_score":0.20134073,"about_ca_system_score_codex":0.0012436038,"about_ca_system_score_gemma":0.00036603727,"threshold_uncertainty_score":0.7907246},"labels":[],"label_agreement":null},{"id":"W4388448949","doi":"10.1007/978-3-031-15233-7_8","title":"The Youth Dividend and Agricultural Revival in India","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Livelihood; Agriculture; Nonfarm payrolls; Population; Dividend; Demographic dividend; Context (archaeology); Economic growth; Geography; Political science; Socioeconomics; Business; Development economics; Economics; Sociology; Demography","score_opus":0.025757744419404555,"score_gpt":0.20109344218423847,"score_spread":0.1753356977648339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8787283,0.004410935,8.784348e-8,0.0027732833,0.0017317383,0.0013957666,0.00023724031,0.0005535583,0.11016914],"genre_scores_gemma":[0.5617349,0.0072208373,0.000032347773,0.0003575941,0.0016981944,0.00004015004,0.0011882391,0.000015142108,0.42771256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99768096,0.000066725566,0.00055065117,0.0004946985,0.0006352272,0.0005717483],"domain_scores_gemma":[0.99885565,0.0005278955,0.00029524553,0.00010134981,0.00008028261,0.00013960179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767847,0.0005132984,0.00048384327,0.000024752217,0.00059725327,0.00032107273,0.00054108043,0.0005580819,0.000047823974],"category_scores_gemma":[0.000086170665,0.00013766094,0.0001837105,0.00016862598,0.00014139082,0.00013044114,0.00044766095,0.0009474734,0.0001404738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020814636,0.000060612165,0.020665245,0.0002285168,0.0005695691,0.00038359157,0.013694986,0.0000050913286,0.000616675,0.6830629,0.028471354,0.25203332],"study_design_scores_gemma":[0.00022846149,0.00011811591,0.79410595,0.0013258122,0.000072186675,0.0000459597,0.0015637953,0.0000019320908,0.000021051794,0.17537189,0.026148995,0.0009958511],"about_ca_topic_score_codex":0.00012731776,"about_ca_topic_score_gemma":0.0010056329,"teacher_disagreement_score":0.7734407,"about_ca_system_score_codex":0.00012206881,"about_ca_system_score_gemma":0.00001618387,"threshold_uncertainty_score":0.561365},"labels":[],"label_agreement":null},{"id":"W4388448968","doi":"10.1007/978-3-031-15233-7_2","title":"“Passion Alone Is Not Sufficient”: What Do We Know About Young Farmers in Canada?","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; University of Guelph","funders":"","keywords":"Livelihood; Agriculture; Context (archaeology); Population; Government (linguistics); Geography; Socioeconomics; Economic growth; Political science; Agricultural economics; Sociology; Demography; Economics","score_opus":0.01772964101950826,"score_gpt":0.2143513390431046,"score_spread":0.19662169802359636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88813096,0.0117852595,3.7876663e-7,0.06597834,0.005519703,0.0015557107,0.00017943597,0.0004065526,0.02644368],"genre_scores_gemma":[0.60674715,0.03295289,0.000014571062,0.0009029984,0.00035749256,0.000019601843,0.00033383013,0.000012770824,0.35865867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701834,0.00005960289,0.0006052158,0.0006430263,0.000938114,0.00073569076],"domain_scores_gemma":[0.9990071,0.00027045223,0.00024337423,0.00014816858,0.00015900108,0.00017188833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247121,0.00048325257,0.0005713016,0.00005663442,0.00032783885,0.00025947127,0.0005339192,0.0004772539,0.0005673014],"category_scores_gemma":[0.000057362064,0.00021409424,0.00021327204,0.0002232815,0.00009999549,0.00026293538,0.0002871849,0.00083546864,0.00007969039],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001378659,0.000035582667,0.016564215,0.00018779747,0.00008455541,0.00038536856,0.003561478,0.000012900412,0.0008203017,0.010460178,0.022225114,0.94552463],"study_design_scores_gemma":[0.00067877915,0.00025665257,0.21472412,0.010474728,0.000073938776,0.0000317036,0.013379916,0.00020460183,0.0005315188,0.09357116,0.6625242,0.0035486503],"about_ca_topic_score_codex":0.36732373,"about_ca_topic_score_gemma":0.7334888,"teacher_disagreement_score":0.941976,"about_ca_system_score_codex":0.0010225952,"about_ca_system_score_gemma":0.0003491672,"threshold_uncertainty_score":0.873051},"labels":[],"label_agreement":null},{"id":"W4388449142","doi":"10.1007/978-3-031-15233-7_12","title":"Young Farmers’ Access to Land: Gendered Pathways into and Out of Farming in Nigara and Langkap (West Manggarai, Indonesia)","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Fund for Agricultural Development; China Agricultural University; International Institute of Social Studies, Erasmus University Rotterdam; Canada Research Chairs","keywords":"Livelihood; Agrarian society; Geography; Agriculture; Context (archaeology); Socioeconomics; Economic growth; Sociology; Archaeology; Economics","score_opus":0.04955297071014452,"score_gpt":0.25606479886622824,"score_spread":0.2065118281560837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388449142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937501,0.00020912176,9.775629e-7,0.0009963672,0.00019461232,0.00045326847,0.000025707612,0.00007611392,0.004293713],"genre_scores_gemma":[0.9914845,0.00024115825,0.00004853677,0.00013013661,0.00011002608,0.0000129391465,0.00011021753,0.000006263292,0.007856177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985232,0.00003990241,0.00039514177,0.00041752966,0.00030631426,0.00031795044],"domain_scores_gemma":[0.999408,0.00017507166,0.00015256785,0.000079410165,0.00007299608,0.00011195123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004606626,0.0002940932,0.00048262603,0.000076510376,0.00014382602,0.000118493816,0.000294104,0.0003505238,0.000026521962],"category_scores_gemma":[0.00005222046,0.00014419237,0.0000726869,0.000100554615,0.00010027995,0.00014824182,0.00047438283,0.00033940453,0.000007192069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018015552,0.000028384111,0.82519245,0.00055290695,0.0000974545,0.00018548737,0.018225942,0.0000022709276,0.0066218963,0.0100568505,0.00028690376,0.13856931],"study_design_scores_gemma":[0.00023299956,0.00013795489,0.9427784,0.00048760406,0.000022526081,0.000008473452,0.0011916014,0.000014515212,0.000092707116,0.053284757,0.0011817784,0.0005666803],"about_ca_topic_score_codex":0.0011465007,"about_ca_topic_score_gemma":0.0047043683,"teacher_disagreement_score":0.13800263,"about_ca_system_score_codex":0.000075834774,"about_ca_system_score_gemma":0.000021629297,"threshold_uncertainty_score":0.5879994},"labels":[],"label_agreement":null},{"id":"W4388449245","doi":"10.1007/978-3-031-15233-7_15","title":"Conclusion: Youth Aspirations, Trajectories, and Farming Futures","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"International Fund for Agricultural Development; China Agricultural University; International Institute of Social Studies, Erasmus University Rotterdam; Canada Research Chairs","keywords":"Agriculture; Futures contract; Political science; Economic growth; Business; Geography; Economics","score_opus":0.040299925970282105,"score_gpt":0.22170924505236786,"score_spread":0.18140931908208574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388449245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813783,0.003377656,0.000001962564,0.007717395,0.0027172703,0.001453973,0.00033028974,0.0014308532,0.16918759],"genre_scores_gemma":[0.52509165,0.0007848213,0.00007548604,0.0004308028,0.0015962524,0.000011812473,0.0011465455,0.000010177443,0.47085246],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99861676,0.000032626594,0.0003283101,0.0003646983,0.00037053257,0.00028706453],"domain_scores_gemma":[0.9993649,0.00020926184,0.000146099,0.00007387285,0.000110093184,0.00009577561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609285,0.0003104067,0.00033595748,0.000022777453,0.00075363304,0.00015323759,0.00021021305,0.00043969013,0.00020341408],"category_scores_gemma":[0.00006930415,0.00012750366,0.0001244419,0.00007395272,0.00012598501,0.00011127765,0.00024255617,0.00043732315,0.000025330672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011214609,0.00002859941,0.005640203,0.00026273413,0.00023042063,0.0001578535,0.02005649,0.0000020358952,0.0026963125,0.33157176,0.007141677,0.63209975],"study_design_scores_gemma":[0.00046796646,0.00050349085,0.070042774,0.001044441,0.0002118227,0.000038088434,0.010054623,0.000028839026,0.00015949502,0.6803111,0.23455633,0.0025810485],"about_ca_topic_score_codex":0.00018382612,"about_ca_topic_score_gemma":0.0006472988,"teacher_disagreement_score":0.6295187,"about_ca_system_score_codex":0.00008011718,"about_ca_system_score_gemma":0.000033399218,"threshold_uncertainty_score":0.5796412},"labels":[],"label_agreement":null},{"id":"W4388449259","doi":"10.1007/978-3-031-15233-7_3","title":"“Regenerating” Agriculture: Becoming a Young Farmer in Manitoba, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Agriculture; Business; Geography; Agricultural economics; Economic growth; Economics; Archaeology","score_opus":0.02726369129536919,"score_gpt":0.1992309149442196,"score_spread":0.17196722364885042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388449259","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87499493,0.0010570909,2.6751027e-7,0.007024838,0.002645794,0.0012339506,0.00013820936,0.0004261659,0.112478755],"genre_scores_gemma":[0.4906962,0.00022818269,0.00006551211,0.0005182006,0.0010690293,0.000037288162,0.0008873315,0.0000119774495,0.5064863],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977655,0.00004862599,0.0005345574,0.0004868484,0.0005998852,0.00056461256],"domain_scores_gemma":[0.999254,0.000211685,0.00020689436,0.000094686075,0.00012222909,0.00011053068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039448804,0.0004437599,0.00047153808,0.000028319706,0.0002928543,0.00013226886,0.00042709583,0.00045162652,0.00020088065],"category_scores_gemma":[0.00007504445,0.00018416136,0.0001606607,0.00015565632,0.000050480165,0.0000983984,0.0002103708,0.0007732665,0.00003876195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017744831,0.00013570859,0.15457879,0.00066901586,0.00057127007,0.002678308,0.0055385316,0.00017987248,0.014401751,0.22227852,0.2205502,0.3782406],"study_design_scores_gemma":[0.0009100769,0.00025683094,0.60716563,0.0028010132,0.00014190954,0.00013649462,0.006509397,0.00014952806,0.0007733078,0.15660106,0.2187293,0.005825436],"about_ca_topic_score_codex":0.481233,"about_ca_topic_score_gemma":0.9811383,"teacher_disagreement_score":0.49990532,"about_ca_system_score_codex":0.0007172744,"about_ca_system_score_gemma":0.00014645248,"threshold_uncertainty_score":0.75098825},"labels":[],"label_agreement":null},{"id":"W4388473591","doi":"10.1007/978-3-031-15233-7","title":"Becoming A Young Farmer","year":2023,"lang":"en","type":"book","venue":"Rethinking rural","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"International Fund for Agricultural Development; China Agricultural University; International Institute of Social Studies, Erasmus University Rotterdam; Canada Research Chairs","keywords":"Path (computing); Outcome (game theory); Agriculture; Geography; Economic growth; Business; Computer science; Economics; Archaeology","score_opus":0.02719392480608141,"score_gpt":0.23574592778337106,"score_spread":0.20855200297728965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388473591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46101025,0.00076939556,0.00000198545,0.008757585,0.004266793,0.0015070282,0.00011654853,0.0023111003,0.5212593],"genre_scores_gemma":[0.03170485,0.00009767847,0.00004007906,0.00021304816,0.0008820298,0.000019916879,0.0006364454,0.000005703366,0.96640027],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99810785,0.00006540204,0.00038660146,0.0004144776,0.00048628828,0.00053936057],"domain_scores_gemma":[0.9991839,0.000327558,0.00017510184,0.000098672026,0.000111385045,0.000103403356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650017,0.00035261377,0.0004168831,0.000027216203,0.00040382723,0.00016375305,0.00047998174,0.0005220032,0.0004795206],"category_scores_gemma":[0.00010877676,0.00013598023,0.00028688792,0.00019925373,0.000088962486,0.00011532393,0.00027294955,0.00065225374,0.00049184286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101204125,0.00008471503,0.020585706,0.0004467245,0.0003668295,0.00039356665,0.0068665454,0.0000034271025,0.005104868,0.01715579,0.5988809,0.3500097],"study_design_scores_gemma":[0.00025703886,0.00017025776,0.09073762,0.0008045596,0.000088914865,0.000035053734,0.0012965265,0.00004675848,0.00007937551,0.5327729,0.37189832,0.0018127062],"about_ca_topic_score_codex":0.00017815633,"about_ca_topic_score_gemma":0.0005999308,"teacher_disagreement_score":0.5156171,"about_ca_system_score_codex":0.00033686386,"about_ca_system_score_gemma":0.00008190594,"threshold_uncertainty_score":0.63218087},"labels":[],"label_agreement":null},{"id":"W4390502099","doi":"10.1007/978-3-031-15233-7_16","title":"Correction to: Becoming A Young Farmer","year":2024,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science","score_opus":0.04354219260732569,"score_gpt":0.26054223569458806,"score_spread":0.21700004308726237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390502099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014189659,0.00043890154,0.0000019797822,0.006969194,0.0140832,0.00028717704,0.000065916436,0.000281528,0.9636825],"genre_scores_gemma":[0.08498328,0.000040761366,0.00009245804,0.00047990648,0.0015741186,0.000015288972,0.00017458406,0.0000038468843,0.91263574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990063,0.00000602511,0.00022513325,0.00028655122,0.00029262633,0.00018339667],"domain_scores_gemma":[0.99946415,0.0001841243,0.00008893617,0.00005228696,0.00016545453,0.000045066634],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015799905,0.00021521095,0.00018802194,0.000047844173,0.00030003025,0.00015458313,0.00017947459,0.00014605306,0.0010836294],"category_scores_gemma":[0.0000624212,0.000094562456,0.00012741848,0.00013595761,0.000042943928,0.00006976149,0.00016249307,0.00042151843,0.0014904952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016638807,0.000025868898,0.00043605213,0.00003251283,0.00023717857,0.000015623464,0.002717854,0.000009040716,0.0036561463,0.56279063,0.36488494,0.065177515],"study_design_scores_gemma":[0.000034042147,0.00010407099,0.0035067608,0.0010877263,0.00009453802,0.000036334,0.0009458162,0.00003058845,0.000046821504,0.13456531,0.8589512,0.00059680705],"about_ca_topic_score_codex":0.0002795128,"about_ca_topic_score_gemma":0.0006572505,"teacher_disagreement_score":0.49406624,"about_ca_system_score_codex":0.00017019949,"about_ca_system_score_gemma":0.000016805781,"threshold_uncertainty_score":0.99982953},"labels":[],"label_agreement":null}]}