{"id":"W2287156453","doi":"","title":"Testemunho sobre a professora Maria Augusta Negreiros","year":2003,"lang":"pt","type":"article","venue":"Service social","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.001243939,0.0003256575,0.0003628941,0.00007519173,0.002680188,0.000431093,0.0005935889,0.0005116002,0.002656971],"category_scores_gemma":[0.0004054366,0.000350597,0.0001845379,0.001316233,0.0002209708,0.0007517878,0.0001005762,0.0007026478,0.001470737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452695,"about_ca_system_score_gemma":0.002289247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107657,"about_ca_topic_score_gemma":0.01635365,"domain_scores_codex":[0.9961715,0.001307886,0.0004379025,0.0004321315,0.0007683707,0.0008822313],"domain_scores_gemma":[0.9979854,0.0004988533,0.0004744061,0.000269743,0.0005238865,0.0002477347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004910078,0.0005969408,0.003932844,0.0003850893,0.0001801443,0.000005354243,0.4649143,0.000006716747,0.00005845552,0.3558936,0.1731337,0.0008436901],"study_design_scores_gemma":[0.0004528858,0.00004202707,0.007643157,0.00005284333,0.0001613533,0.000002560702,0.2826235,0.00003557662,0.00000860042,0.009673908,0.6988233,0.0004803126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2214933,0.0008405819,0.00001533262,0.3181427,0.01435238,0.001385304,0.0001790898,0.0002195042,0.4433718],"genre_scores_gemma":[0.8461999,0.0002257446,0.000268018,0.01775912,0.01034474,0.00009234516,0.00005410012,0.00009553626,0.1249605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6247065,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057202646280869,"score_gpt":0.3900566439210669,"score_spread":0.3094846174582582,"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."}}