{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"90cc310f0bea","filters":{"venue":"Mary Immaculate Research Repository (Mary Immaculate College)"}},"results":[{"id":"W7025183070","doi":"","title":"Toward a culture of reading: four perspectives","year":2018,"lang":"en","type":"article","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Brock University","keywords":"Peer effects; Race (biology); Peer group; Racial group; Peer influence; Differential effects; Racial differences","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09498343288992257,"gpt":0.3824377507804662,"spread":0.2874543178905437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002777575,0.0003669271,0.0005569732,0.0004701631,0.002648219,0.0002184799,0.001114766,0.0002355897,0.0003521375],"category_scores_gemma":[0.0006155057,0.0003273448,0.0003876122,0.001275557,0.003226834,0.000617006,0.0005680924,0.0006989202,0.0002169933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007213646,"about_ca_system_score_gemma":0.0006400337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285364,"about_ca_topic_score_gemma":0.0001057282,"domain_scores_codex":[0.9931073,0.001861559,0.0007456035,0.000882048,0.002294972,0.001108485],"domain_scores_gemma":[0.9954748,0.0003660216,0.0002580048,0.0005860354,0.002921061,0.0003940624],"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":[0.002928568,0.001178218,0.01661202,0.0004042052,0.002670224,0.003157343,0.1681257,0.00002962107,0.09752781,0.5508449,0.1542018,0.002319586],"study_design_scores_gemma":[0.002062077,0.001592013,0.04199531,0.00065807,0.0001363046,0.0002127434,0.06044978,0.0004522897,0.01301595,0.004897463,0.8732577,0.0012703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.300968,0.001693037,0.00001409477,0.001213087,0.0007149367,0.0007234932,0.0000505492,0.0001342809,0.6944885],"genre_scores_gemma":[0.8706734,0.001314709,0.000319471,0.00006661942,0.001508423,0.00003600819,0.00001043265,0.00005539431,0.1260155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7190559,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017944960","doi":"","title":"Canadian Multicultural Models: Lessons for Northern Ireland?","year":2013,"lang":"en","type":"article","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Work (physics); Ethnic group; Government (linguistics); Immigration; Cultural diversity; Agency (philosophy); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06100689987170836,"gpt":0.3466551752976746,"spread":0.2856482754259663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001981271,0.0005035564,0.0006666568,0.0005292245,0.007675865,0.0008394812,0.001061132,0.0004912642,0.0001965266],"category_scores_gemma":[0.0003065956,0.0004692468,0.0004788657,0.001059285,0.001005661,0.001334675,0.0003006549,0.0008223855,0.0002835198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219736,"about_ca_system_score_gemma":0.002158566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6580946,"about_ca_topic_score_gemma":0.2274423,"domain_scores_codex":[0.9925792,0.001102227,0.0007797358,0.001070023,0.00160241,0.002866451],"domain_scores_gemma":[0.9948322,0.0006374825,0.000154582,0.0006240202,0.00232601,0.001425721],"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":[0.0007116415,0.0007322624,0.02413049,0.0005323146,0.002012653,0.00272018,0.024115,0.002274084,0.008030444,0.006980407,0.9077787,0.01998177],"study_design_scores_gemma":[0.01006066,0.001157023,0.1552979,0.001121727,0.0004918397,0.0005067537,0.06547521,0.05586011,0.001581017,0.013089,0.6891701,0.006188558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7385462,0.002520587,0.00001586618,0.01642387,0.001217065,0.004771589,0.0002766441,0.0002585061,0.2359697],"genre_scores_gemma":[0.9157362,0.000645221,0.0003347868,0.0002035574,0.0009416328,0.001021533,0.0001129807,0.00008942925,0.08091465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306523,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024730630","doi":"","title":"Shared services across local government – sharing international experiences","year":2013,"lang":"en","type":"other","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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":"Restructuring; Local government; Government (linguistics); Central government; Work (physics); E-Government","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02830669506601839,"gpt":0.3381647146261485,"spread":0.3098580195601301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009912521,0.00100996,0.001243825,0.0004568389,0.0007519559,0.0006590706,0.001770586,0.00104446,0.003329749],"category_scores_gemma":[0.0001184468,0.0008987928,0.000538823,0.0006993221,0.0008327614,0.000459302,0.002620384,0.001761385,0.0007593645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376679,"about_ca_system_score_gemma":0.0003680468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00585245,"about_ca_topic_score_gemma":0.00008130269,"domain_scores_codex":[0.9902629,0.0003434666,0.00113467,0.001988638,0.004492062,0.001778262],"domain_scores_gemma":[0.9960219,0.0003127171,0.0004770392,0.001709691,0.0004374894,0.001041216],"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":[0.00375781,0.001689297,0.03650048,0.004196682,0.00554395,0.02471082,0.003722954,0.0002224854,0.005307601,0.0006770963,0.9005936,0.01307725],"study_design_scores_gemma":[0.006670272,0.001062144,0.02833652,0.009898162,0.000376701,0.002134998,0.01160056,0.02627318,0.004248284,0.00008768115,0.9066684,0.00264313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1311295,0.006972163,0.00008930264,0.0006946143,0.003082358,0.003282455,0.001123508,0.0008031765,0.852823],"genre_scores_gemma":[0.2663794,0.0007146916,0.0004636207,0.0002404913,0.001742081,0.0007426785,0.0008616129,0.0007096932,0.7281458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1352499,"threshold_uncertainty_score":0.9993463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033059681","doi":"","title":"Painful decisions: an exploration of pain assessment (from the perspective of others) within a signal detection theory framework","year":2013,"lang":"en","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological 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":"Vignette; Health care; Perspective (graphical); Pain assessment; Distress; Normative; Categorization; Clinical judgement","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05744708020306366,"gpt":0.3271845288059663,"spread":0.2697374486029026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005971984,0.0005906156,0.0007991569,0.0001586454,0.001313848,0.0002698761,0.0009879681,0.0008589883,0.0005476596],"category_scores_gemma":[0.0006953997,0.0002809299,0.0005386167,0.001320656,0.0003745648,0.001107109,0.0001755006,0.001459726,0.00001315074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388365,"about_ca_system_score_gemma":0.000401029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007381426,"about_ca_topic_score_gemma":0.002190762,"domain_scores_codex":[0.9885314,0.00654107,0.001400356,0.001104224,0.001777826,0.0006451727],"domain_scores_gemma":[0.990815,0.005349574,0.001077863,0.0005519576,0.001946105,0.0002595453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01174928,0.002389494,0.006217124,0.0003438251,0.001914405,0.0002187723,0.006997267,0.001094495,0.6613273,0.02093619,0.0007054383,0.2861064],"study_design_scores_gemma":[0.002056277,0.007966389,0.3845655,0.00497076,0.0008295968,0.00004226416,0.2178378,0.01909177,0.136372,0.2185399,0.004692599,0.003035097],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911194,0.001473371,0.0005889164,0.0002117433,0.0005316088,0.002604156,0.0004699264,0.00007041157,0.002930412],"genre_scores_gemma":[0.9955996,0.0002706941,0.0002473722,0.00003998098,0.0005449982,0.0005142944,0.001887561,0.00001071408,0.0008847783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5249553,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008879318","doi":"","title":"A corpus-based comparative pragmatic analysis of Irish English and Canadian English","year":2022,"lang":"en","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Linguistic Variation and Morphology","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":"Grammar; Pragmatics; Word order; Corpus linguistics; Relation (database); Irish; Spoken language; British National Corpus","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04161045785840656,"gpt":0.3783287937367752,"spread":0.3367183358783686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005075365,0.0006443547,0.001809942,0.004034502,0.003495321,0.0003537796,0.001088135,0.0008512348,0.002012331],"category_scores_gemma":[0.002232383,0.000729557,0.0006410147,0.005069902,0.0008933367,0.0002557612,0.0001879034,0.001830365,0.000009542277],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007623,"about_ca_system_score_gemma":0.008785572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2670737,"about_ca_topic_score_gemma":0.1983644,"domain_scores_codex":[0.9877363,0.005195168,0.001524313,0.001357229,0.00268325,0.001503783],"domain_scores_gemma":[0.9909195,0.00189551,0.0008884293,0.0009361839,0.004248986,0.001111395],"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":[0.008330481,0.002955195,0.09273119,0.004279098,0.04188761,0.01132478,0.6289254,0.01108979,0.004838977,0.05862317,0.1326442,0.002370143],"study_design_scores_gemma":[0.004438689,0.0009132571,0.1540484,0.0005796803,0.006976819,0.00001832173,0.09854303,0.01403568,0.0006524334,0.0005907272,0.7161729,0.003030003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6752121,0.002213827,0.00000278755,0.0002006169,0.004148351,0.002776129,0.001225958,0.0001602446,0.31406],"genre_scores_gemma":[0.9456989,0.0004060335,0.0001264967,0.0001082731,0.0006211313,0.0004108925,0.005331942,0.00009561663,0.04720076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5835288,"threshold_uncertainty_score":0.9995155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997108953","doi":"","title":"‘Trying to draw a map of a child’s mind’: a study of the influence of childhood experience on the literary works of J. M. Barrie through a Freudian lens","year":2023,"lang":"en","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Themes in Literature Analysis","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":"Freudian slip; Dream; Instinct; Unconscious mind; Psychoanalytic theory; Representation (politics); Memoir; Feeling; White (mutation)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03133521119364963,"gpt":0.3051193759914338,"spread":0.2737841647977842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001494533,0.0008497994,0.00171134,0.001159109,0.00143429,0.0002643235,0.002901361,0.0004139731,0.0002615287],"category_scores_gemma":[0.0003734617,0.0005718535,0.00102841,0.001900154,0.001150331,0.000630201,0.0008475241,0.001913903,0.00001471784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983182,"about_ca_system_score_gemma":0.0006228646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739267,"about_ca_topic_score_gemma":0.0006605018,"domain_scores_codex":[0.9903607,0.001828085,0.002570884,0.001205828,0.003115321,0.0009192338],"domain_scores_gemma":[0.9922985,0.001191625,0.001561921,0.002929923,0.00185232,0.0001656566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003287016,0.002752935,0.002462045,0.002296125,0.004996327,0.0003605552,0.9545541,0.00281445,0.01617199,0.006066108,0.003553555,0.0006847333],"study_design_scores_gemma":[0.007348444,0.008898865,0.2737666,0.06505986,0.003671024,0.0001204932,0.5169717,0.0005227094,0.080975,0.004601794,0.03310227,0.004961187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770623,0.001814815,2.167187e-7,0.0003389515,0.0009408581,0.003583764,0.000446819,0.00003718202,0.01577502],"genre_scores_gemma":[0.9807633,0.00009939958,0.00002306227,0.00009275159,0.0003241802,0.0004370082,0.0001293184,0.0001648855,0.01796616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375824,"threshold_uncertainty_score":0.9998657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7002302863","doi":"","title":"Na cineálacha tacaíochtaí a bhíonn ag teastáil ó pháistí le huathachas, dar le múinteoirí, chun ionchuimsitheacht rathúil sa suíomh bunscoile lán-Ghaeilge a chinntiú","year":2024,"lang":"ga","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Linguistic Variation and Morphology","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":"Marie curie; Work (physics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03560276439315486,"gpt":0.3541121922702868,"spread":0.3185094278771319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01142829,0.003046751,0.003838732,0.003436016,0.01128625,0.002483995,0.004275437,0.003196457,0.00136897],"category_scores_gemma":[0.002037387,0.003171298,0.00257175,0.006019496,0.003673709,0.001287726,0.001827421,0.007844873,0.002124217],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284798,"about_ca_system_score_gemma":0.01808104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03504815,"about_ca_topic_score_gemma":0.0019129,"domain_scores_codex":[0.9684971,0.008834708,0.004629172,0.005756852,0.006886898,0.005395279],"domain_scores_gemma":[0.9865419,0.001713148,0.001871007,0.003345951,0.00402633,0.002501638],"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":[0.01542397,0.01132653,0.003883898,0.01076427,0.01575857,0.06836843,0.1320182,0.001216963,0.2203643,0.3144372,0.193529,0.01290871],"study_design_scores_gemma":[0.02297453,0.004133572,0.02494874,0.01027787,0.00439739,0.005089717,0.09350447,0.0330913,0.01759226,0.01596558,0.7527884,0.01523614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5936946,0.02083424,0.0001804897,0.006253603,0.02126116,0.009019093,0.001710355,0.001403191,0.3456433],"genre_scores_gemma":[0.6844777,0.001989848,0.000261549,0.0002902246,0.004626199,0.0008493419,0.003534639,0.0006313996,0.303339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592594,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058495311","doi":"","title":"Musical futures as critical pedagogy: participatory case study research with generalist primary school teachers in the Republic of Ireland","year":2023,"lang":"en","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Music education; Facilitator; Musical; Curriculum; Futures contract; Citizen journalism; Musical instrument","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08488321749530005,"gpt":0.4315739123507825,"spread":0.3466906948554825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01349505,0.001049501,0.001532352,0.002640919,0.002594613,0.0008617366,0.002172898,0.0006045713,0.006678364],"category_scores_gemma":[0.0005404903,0.0007983554,0.0005049466,0.004349788,0.001650595,0.0002445747,0.0009984272,0.006990582,0.0001314134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129724,"about_ca_system_score_gemma":0.006093256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05727208,"about_ca_topic_score_gemma":0.005572482,"domain_scores_codex":[0.9748805,0.01057672,0.002194072,0.002353245,0.007232703,0.002762804],"domain_scores_gemma":[0.9895996,0.003720968,0.0003762435,0.002867667,0.002508312,0.0009272514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.01507954,0.02092527,0.2497181,0.005650296,0.005884463,0.3333752,0.070246,0.0003337422,0.0299297,0.006365409,0.2084067,0.05408554],"study_design_scores_gemma":[0.008877459,0.006226962,0.4657393,0.001626478,0.0007629236,0.001561678,0.4909633,0.001301305,0.001140813,0.0006860065,0.01846809,0.002645617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202167,0.0006810211,7.446237e-7,0.001060188,0.0005308879,0.006317696,0.0001214668,0.00008277893,0.0709885],"genre_scores_gemma":[0.9020084,0.00005933191,0.00003253158,0.00003514521,0.0009891019,0.002968599,0.0007410058,0.0002375901,0.09292834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4207174,"threshold_uncertainty_score":0.9995413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7048858211","doi":"","title":"Musical setting creation for a Yeats poem: an autoethnographic Irish-Canadian experience","year":2024,"lang":"en","type":"other","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","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":"Autoethnography; Irish; Musical; Poetry; Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04965864572673611,"gpt":0.3696619440860862,"spread":0.32000329835935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001366992,0.0009818858,0.001031265,0.002742949,0.001144761,0.0005458473,0.001212875,0.001070026,0.001320504],"category_scores_gemma":[0.00005231218,0.0009900803,0.000663586,0.001666773,0.0008158619,0.0004052837,0.000407905,0.002116271,0.0003870792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642755,"about_ca_system_score_gemma":0.001150649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0972044,"about_ca_topic_score_gemma":0.002719455,"domain_scores_codex":[0.9929822,0.0007143582,0.000938819,0.002235769,0.00101354,0.002115287],"domain_scores_gemma":[0.9964451,0.000246817,0.0002541181,0.001767722,0.0003853917,0.000900849],"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":[0.0002144172,0.0008157321,0.01763327,0.001765853,0.003901426,0.002795342,0.004495122,0.00006207883,0.01858722,0.01291529,0.9147747,0.02203959],"study_design_scores_gemma":[0.001676302,0.0005555545,0.0009205455,0.00177321,0.0004583913,0.0002298697,0.01059585,0.00462934,0.001671334,0.003494598,0.9716046,0.002390373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3207937,0.003200222,0.00009835046,0.0009886005,0.003258921,0.00464603,0.001321048,0.001537353,0.6641557],"genre_scores_gemma":[0.5801826,0.00004249281,0.0008423282,0.00006378156,0.002522177,0.001119974,0.0009079605,0.001187758,0.413131],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2593888,"threshold_uncertainty_score":0.9995924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}