{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"7e68731fcf96","filters":{"venue":"Dispositiva"}},"results":[{"id":"W2054759352","doi":"10.5752/p.2237-9967.2012v1n2p160","title":"O Efeito Fabril que o Newsmaking não vê: o que dizem outras áreas do conhecimento sobre os constrangimentos sofridos por jornalistas na Fábrica de Notícias // The Fabril Effect that the Newsmaking does not see: what other areas of knowledge...","year":2012,"lang":"pt","type":"article","venue":"Dispositiva","topic":"Media and Communication 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":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04079164209436715,"gpt":0.3344516393457905,"spread":0.2936599972514233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003954625,0.0009274061,0.001208502,0.0001664351,0.002738447,0.0009805922,0.002061373,0.0004389117,0.0005555906],"category_scores_gemma":[0.000494787,0.0005435325,0.0008439737,0.0008269441,0.002116186,0.001108154,0.0007077947,0.0008880468,0.0001772492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447114,"about_ca_system_score_gemma":0.0004810455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701877,"about_ca_topic_score_gemma":0.002643503,"domain_scores_codex":[0.9909358,0.004154244,0.001077265,0.0007248123,0.001399723,0.001708157],"domain_scores_gemma":[0.9915264,0.004912509,0.001191548,0.00152327,0.0003549073,0.0004913337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009801126,0.001437038,0.2067387,0.0005887092,0.00353618,0.00002211299,0.6071764,0.00002302024,0.008007924,0.04170898,0.009539307,0.1202416],"study_design_scores_gemma":[0.004901683,0.0005296515,0.0626773,0.006010043,0.003631422,0.00008103538,0.4999637,0.0003669994,0.0769623,0.0008789033,0.3410008,0.002996107],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7059684,0.1016449,0.004473522,0.03637027,0.009979865,0.009419831,0.000687615,0.000531207,0.1309245],"genre_scores_gemma":[0.9894769,0.002309272,0.00002635045,0.001264445,0.001152655,0.000333513,0.00002066353,0.0001055719,0.005310685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3314615,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230289808","doi":"10.5752/p.2237-9967.2017v6n9p53","title":"Com tato em tela: afetos e artefatos maquínicos","year":2017,"lang":"pt","type":"article","venue":"Dispositiva","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04109364080816359,"gpt":0.3994178782352366,"spread":0.358324237427073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005573484,0.0005992976,0.0007719356,0.0001499372,0.001971645,0.0001945756,0.001305575,0.001204385,0.003703102],"category_scores_gemma":[0.00005752486,0.0006176507,0.0003152973,0.0001024328,0.0005951457,0.000307359,0.0002905114,0.001604003,0.01412933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726077,"about_ca_system_score_gemma":0.0001148224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419762,"about_ca_topic_score_gemma":0.0002446063,"domain_scores_codex":[0.9959156,0.0005324187,0.0006946314,0.001140537,0.0003190349,0.001397813],"domain_scores_gemma":[0.9957235,0.000181243,0.0006463896,0.002723392,0.00006885818,0.0006565932],"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":[0.00620612,0.008488411,0.3122419,0.0006065083,0.001937603,0.004617533,0.03255406,0.000001404,0.003104607,0.06340251,0.3295271,0.2373122],"study_design_scores_gemma":[0.005879059,0.0009390063,0.9319541,0.0005540092,0.0002405159,0.0005345237,0.003716487,0.00004939368,0.0008856642,0.000802631,0.0534946,0.0009499785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7946329,0.002354586,0.0005468429,0.01069331,0.01116596,0.001395079,0.0006469433,0.0001541682,0.1784102],"genre_scores_gemma":[0.9411498,0.0001527212,0.00003094194,0.004379048,0.0006043792,0.0001042393,0.0001181225,0.00009512354,0.0533656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6197122,"threshold_uncertainty_score":0.9996275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389922439","doi":"10.5752/p.2237-9967.2023v12n22p154-170","title":"Neoliberalismo, precarização do trabalho e sentimento de liberdade em Estou me guardando para quando o carnaval chegar","year":2023,"lang":"pt","type":"article","venue":"Dispositiva","topic":"Education and Work Dynamics","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":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0352704464775885,"gpt":0.348893287824791,"spread":0.3136228413472025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001062117,0.0004904315,0.0005504276,0.0002288393,0.00101308,0.0007191763,0.0006969117,0.0004365104,0.0006638351],"category_scores_gemma":[0.0001126449,0.0005229525,0.0004599707,0.001762439,0.0002675801,0.0004279659,0.0001605227,0.0005439697,0.001022802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619896,"about_ca_system_score_gemma":0.0006237031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540732,"about_ca_topic_score_gemma":0.0007756046,"domain_scores_codex":[0.9955193,0.000833057,0.0006009947,0.0007856688,0.0008725548,0.001388394],"domain_scores_gemma":[0.9979969,0.0003665916,0.0002684887,0.0005339009,0.0001418999,0.0006921844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003040817,0.00101841,0.02682835,0.0001849239,0.0007092551,0.0002119893,0.8182499,0.0006007215,0.001722353,0.0469782,0.08294163,0.02025018],"study_design_scores_gemma":[0.009033971,0.0006796701,0.2782714,0.001996768,0.001975719,0.00009482737,0.4528538,0.03479327,0.002854093,0.01083114,0.2005337,0.006081688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586889,0.001101992,0.0004688645,0.01498789,0.003284107,0.0009971361,0.0001988048,0.0005705272,0.01970178],"genre_scores_gemma":[0.858362,0.0007580028,0.00007436724,0.0008719689,0.0009162659,0.00008124382,0.0002895773,0.00009114379,0.1385554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653961,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}