{"id":"W3165404766","doi":"10.32748/revec.v6i17.15728","title":"ESTRATÉGIA DE FAMÍLIA","year":2021,"lang":"pt","type":"article","venue":"Revista de Estudos de Cultura","topic":"Gender, Sexuality, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001467232,0.0002977921,0.0003786036,0.00003648351,0.0008166438,0.001021682,0.0004492549,0.0003427225,0.0007109546],"category_scores_gemma":[0.001074948,0.0002997413,0.0002130996,0.0008007087,0.0001836751,0.0002217489,0.00008581272,0.0004379592,0.0004130282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012358,"about_ca_system_score_gemma":0.002515243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322512,"about_ca_topic_score_gemma":0.0005842505,"domain_scores_codex":[0.9965075,0.00100635,0.0004491245,0.0005547991,0.0004728595,0.001009422],"domain_scores_gemma":[0.9982833,0.0001507806,0.0002051151,0.0004374302,0.0003767777,0.0005465873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001803785,0.0009189178,0.2428189,0.0007908038,0.0002573545,0.0001787079,0.6011708,0.00003482192,0.006575269,0.03417499,0.1063613,0.006700019],"study_design_scores_gemma":[0.0003551439,0.00006621062,0.2492567,0.0002588882,0.0003239796,0.0001070605,0.5454623,0.0000899952,0.0005259984,0.00105312,0.2018043,0.000696393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693601,0.009759691,0.001261583,0.007519748,0.001304624,0.0003816179,0.00002854629,0.0001274865,0.0102566],"genre_scores_gemma":[0.9631347,0.002248772,0.0006646742,0.001049684,0.001509152,0.00002870853,0.0000525011,0.00002705464,0.03128474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09544295,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768327909220352,"score_gpt":0.3730307061826775,"score_spread":0.2961979152606423,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}