{"id":"W3212884630","doi":"","title":"Análise do ensino médio em países desenvolvidos","year":2021,"lang":"pt","type":"article","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Portuguese; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009103435,0.0001882048,0.0002328878,0.00006268043,0.000974631,0.0006208313,0.000269954,0.0002771893,0.1114384],"category_scores_gemma":[0.001493885,0.0001864868,0.0001392176,0.0007435161,0.0002273223,0.000923016,0.00008855636,0.0003214958,0.003044331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094891,"about_ca_system_score_gemma":0.001822603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468819,"about_ca_topic_score_gemma":0.008760892,"domain_scores_codex":[0.9972597,0.001011787,0.000318441,0.0004720772,0.0004832126,0.000454782],"domain_scores_gemma":[0.9973732,0.001299432,0.0001878297,0.0004043759,0.000448098,0.000287043],"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":[0.00004812743,0.0009530202,0.06459694,0.0000809203,0.0002228563,0.0001430761,0.2006004,0.000006359555,0.0002536186,0.0650937,0.6385128,0.02948812],"study_design_scores_gemma":[0.0001673052,0.00002657953,0.008987301,0.0000343591,0.00009243712,0.00001215528,0.2632368,0.000009661944,0.0009327647,0.0009803957,0.7252445,0.0002756857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2845913,0.01134917,0.0001074705,0.05338868,0.006007805,0.0002466014,0.0000211624,0.0001487816,0.644139],"genre_scores_gemma":[0.6955266,0.001881366,0.0003296472,0.002571826,0.0008947366,0.000005753946,0.00001315187,0.00001275318,0.2987642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4109353,"threshold_uncertainty_score":0.9977319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318701409927273,"score_gpt":0.4312111509092084,"score_spread":0.299341009916481,"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."}}