{"meta":{"query_hash":"d3098f86bb90","filters":{"venue":"polemica"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/d3098f86bb90","api":"https://metacan.xera.ac/api/v1/cohort?venue=polemica"},"results":[{"id":"W2405786504","doi":"10.12957/polemica.2016.22906","title":"É POSSÍVEL PROFISSIONALIZAR AS FAMÍLIAS ACOLHEDORAS NO BRASIL?","year":2016,"lang":"pt","type":"article","venue":"polemica","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.027002092868166277,"score_gpt":0.32209700189780777,"score_spread":0.2950949090296415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405786504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54244065,0.024991715,0.0029055222,0.07622449,0.0009247006,0.0002167016,0.000424914,0.00018371943,0.35168755],"genre_scores_gemma":[0.9799615,0.005664187,0.0009022529,0.0013004031,0.000069793314,0.000028728911,0.000052178097,0.00001036412,0.012010563],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986532,0.00050818326,0.000044358425,0.00016966417,0.00024660837,0.000378054],"domain_scores_gemma":[0.9983082,0.00035276616,0.00030717984,0.00014646033,0.00036362532,0.00052185025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013593457,0.00021461683,0.00018056523,0.0009854129,0.004798374,0.002518695,0.00056481146,0.0012414538,0.011829191],"category_scores_gemma":[0.0032417516,0.00020538039,0.00020190522,0.0010769464,0.0022640862,0.0012529172,0.0016337677,0.0008371454,0.0008386133],"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":[0.00012820265,0.0002503039,0.15767744,0.0015169998,0.000044060715,0.0039096004,0.16397735,0.00028344194,0.005175523,0.112470835,0.051941954,0.5026243],"study_design_scores_gemma":[0.000023236043,0.00012719078,0.21924421,0.0024774994,0.00006581847,0.0023124593,0.1777679,0.0005525406,0.0010078517,0.01311334,0.5832479,0.000060109327],"about_ca_topic_score_codex":0.10119125,"about_ca_topic_score_gemma":0.15907574,"teacher_disagreement_score":0.10119125,"about_ca_system_score_codex":0.0031287964,"about_ca_system_score_gemma":0.007054614,"threshold_uncertainty_score":0.20120448},"labels":[],"label_agreement":null},{"id":"W2607356980","doi":"10.12957/polemica.2017.28294","title":"A EDUCAÇÃO INCLUSIVA EM TEMPOS DE JUDICIALIZAÇÃO DO ESTADO: O COTIDIANO DAS ESCOLAS COM A LEI BRASILEIRA DE INCLUSÃO – Nº 13.146/2015","year":2017,"lang":"pt","type":"article","venue":"polemica","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Inclusion (mineral); Humanities; Notice; Political science; Mediation; Private school; Sociology; Law; Philosophy; Psychology; Mathematics education; Social science","score_opus":0.037191073471953474,"score_gpt":0.3920521740981265,"score_spread":0.354861100626173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607356980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79224443,0.0045743855,0.0025367234,0.016780363,0.00028670905,0.00015898688,0.00063428306,0.00012862557,0.18265548],"genre_scores_gemma":[0.98051524,0.001042071,0.0007713032,0.00053590775,0.000028899429,0.00004823289,0.000084735526,0.000020953361,0.016952666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99626046,0.0014846676,0.00015235203,0.00037932224,0.0008937572,0.00082929386],"domain_scores_gemma":[0.9922998,0.0020710747,0.0013615855,0.00046781654,0.002342226,0.0014575631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676851,0.00015051817,0.00021673761,0.0012712682,0.004499762,0.0037692776,0.0007412028,0.0008350708,0.010044912],"category_scores_gemma":[0.009577149,0.00030616863,0.00023226567,0.0019155198,0.003153119,0.0016301629,0.0028848876,0.0018186605,0.00063846813],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014726684,0.00018760616,0.21011908,0.0009770166,0.000050079023,0.0016587313,0.41687223,0.0005065835,0.003258195,0.096974224,0.031991232,0.23725772],"study_design_scores_gemma":[0.00001140971,0.00014423054,0.46546054,0.0013202631,0.000044046472,0.0003771551,0.22060236,0.00041114894,0.0007826747,0.0030262943,0.30773655,0.000083378196],"about_ca_topic_score_codex":0.20121396,"about_ca_topic_score_gemma":0.39301953,"teacher_disagreement_score":0.20121396,"about_ca_system_score_codex":0.0074621188,"about_ca_system_score_gemma":0.014077797,"threshold_uncertainty_score":0.4000855},"labels":[],"label_agreement":null},{"id":"W2739270403","doi":"10.12957/polemica.2017.29609","title":"ESTRANHAMENTO E SENSORIALIDADE NA EXPERIÊNCIA DA PSICANÁLISE","year":2017,"lang":"pt","type":"article","venue":"polemica","topic":"Psychology and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Theme (computing); Humanities; Psychoanalytic theory; Psychoanalysis; Sociology; Psychology","score_opus":0.088639381868844,"score_gpt":0.4421846612317525,"score_spread":0.35354527936290847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739270403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05891414,0.012005092,0.008335863,0.025315154,0.0017653462,0.000031302592,0.00016058775,0.00032143487,0.89315116],"genre_scores_gemma":[0.8748808,0.0071885465,0.0017607515,0.0022688264,0.00050809095,0.000048133646,0.0000629563,0.00012823734,0.113153644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991916,0.000372848,0.000019056266,0.000113030095,0.00020591076,0.00009749362],"domain_scores_gemma":[0.9994319,0.00024961727,0.0000735715,0.00006628438,0.00009559791,0.00008296048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008482804,0.00033597095,0.00020742275,0.0005405281,0.0029546279,0.005268516,0.00048677478,0.0014853559,0.03791747],"category_scores_gemma":[0.0021297673,0.00022795178,0.00021667831,0.0007845856,0.007838659,0.003683703,0.0039366446,0.0022743118,0.0046388814],"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":[0.00021698923,0.00011140164,0.004993349,0.0007541333,0.000031844927,0.0020193816,0.1457271,0.0003203625,0.009396113,0.47646606,0.09766221,0.26230118],"study_design_scores_gemma":[0.000022115091,0.00012769223,0.014725936,0.00049398316,0.000026970885,0.0030959395,0.06836337,0.00044550753,0.00194818,0.07205394,0.83862185,0.00007464114],"about_ca_topic_score_codex":0.003585958,"about_ca_topic_score_gemma":0.004431558,"teacher_disagreement_score":0.03791747,"about_ca_system_score_codex":0.0015721299,"about_ca_system_score_gemma":0.001499435,"threshold_uncertainty_score":0.12684655},"labels":[],"label_agreement":null},{"id":"W2996547841","doi":"10.12957/polemica.2019.47377","title":"INFORMAÇÃO PARA E PELOS SURDOS: SOBRE TRANSMISSÃO AUDIOVISUAL EM LIBRAS E DESENVOLVIMENTO DA CRITICIDADE","year":2019,"lang":"pt","type":"article","venue":"polemica","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Population; Sociology; Political science; Art; Demography","score_opus":0.05130902765633904,"score_gpt":0.35149778154427674,"score_spread":0.3001887538879377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996547841","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38280097,0.034000542,0.005920257,0.07395767,0.0007987238,0.00007878077,0.00033984598,0.000246311,0.501857],"genre_scores_gemma":[0.96319014,0.0101915365,0.0010625501,0.0021438778,0.00018961045,0.000033185617,0.0000794176,0.000099504505,0.023010116],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912471,0.004971281,0.00034499107,0.00069286796,0.0022125412,0.0005312106],"domain_scores_gemma":[0.9680619,0.02196247,0.0022221804,0.0018686422,0.0047727367,0.0011121563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00847516,0.0005468581,0.0005180316,0.008817649,0.010261296,0.020593997,0.0012288697,0.0029343658,0.0145698385],"category_scores_gemma":[0.02340841,0.00040887037,0.00035203146,0.010754073,0.019863887,0.012080588,0.0071842954,0.003339639,0.0016787195],"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":[0.00007917388,0.000038717826,0.009158816,0.00070854725,0.000017304374,0.0010031064,0.78271794,0.00012959767,0.00083310774,0.11515457,0.012668432,0.07749064],"study_design_scores_gemma":[0.000007752217,0.000043067117,0.012654899,0.0018169115,0.000045492972,0.00093149394,0.63509506,0.0002694442,0.0010439681,0.011954757,0.3360891,0.00004812968],"about_ca_topic_score_codex":0.071613386,"about_ca_topic_score_gemma":0.08952658,"teacher_disagreement_score":0.071613386,"about_ca_system_score_codex":0.016950743,"about_ca_system_score_gemma":0.009951925,"threshold_uncertainty_score":0.14239305},"labels":[],"label_agreement":null}]}