{"id":"W4210547943","doi":"10.18309/ranpoll.v52i3.1672","title":"Julio Plaza e Héctor Olea","year":2021,"lang":"pt","type":"article","venue":"Revista da Anpoll","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Olea; Humanities; Art; Horticulture; Biology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007931323,0.0005115566,0.0009939623,0.00006096367,0.001825696,0.000145632,0.0004400658,0.0009504464,0.010636],"category_scores_gemma":[0.00058496,0.0004943945,0.000643195,0.0007126774,0.0001989128,0.0001797081,0.0001731278,0.001821329,0.007629046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008254882,"about_ca_system_score_gemma":0.002040459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306125,"about_ca_topic_score_gemma":0.0001470941,"domain_scores_codex":[0.994764,0.001497096,0.001077545,0.0009091629,0.0005888597,0.001163371],"domain_scores_gemma":[0.9967922,0.0003583256,0.0004401644,0.001315735,0.0003880126,0.0007055844],"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":[0.00003034176,0.0002860608,0.00238461,0.002645624,0.0001490926,0.0002013081,0.03602305,8.048376e-7,0.0008384776,0.01537633,0.9413552,0.0007090548],"study_design_scores_gemma":[0.0009958523,0.00006077636,0.001664446,0.001229707,0.0001911177,0.00001281818,0.01598361,0.00002737572,0.00004448599,0.00003809055,0.9792117,0.0005400549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1091503,0.338818,0.001843073,0.03733587,0.03038434,0.005844511,0.004775413,0.001401533,0.470447],"genre_scores_gemma":[0.13572,0.005509733,0.0006805782,0.01552638,0.004660239,0.00008711296,0.0006284293,0.0002231303,0.8369644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3665174,"threshold_uncertainty_score":0.9997508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744791213076951,"score_gpt":0.3902383992290003,"score_spread":0.3127904870982308,"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."}}