{"id":"W3139484442","doi":"10.22409/eas.v3i2.43462","title":"Consequências do produtivismo na vida docente","year":2021,"lang":"pt","type":"article","venue":"Estudos de Administração e Sociedade","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Humanities; Psychology; Physics; Philosophy","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":[0.001833498,0.0005194294,0.0005922669,0.0001093709,0.001418825,0.0009313809,0.0008575913,0.0005963395,0.005631143],"category_scores_gemma":[0.002275448,0.0006056019,0.0004948486,0.0016938,0.000968405,0.0003521269,0.0002331809,0.0009821006,0.001025539],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007475236,"about_ca_system_score_gemma":0.01572279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000622055,"about_ca_topic_score_gemma":0.0007087363,"domain_scores_codex":[0.994329,0.00112471,0.0007351238,0.001039103,0.001084481,0.00168755],"domain_scores_gemma":[0.9965316,0.0005712227,0.0004188499,0.0008034892,0.0004913035,0.001183508],"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":[0.00005340839,0.002984567,0.06378461,0.0003020321,0.0006979827,0.0004329291,0.4258999,0.000004187068,0.0005071847,0.1189586,0.3752896,0.01108498],"study_design_scores_gemma":[0.00119301,0.0001702268,0.067297,0.000193834,0.0002263945,0.0001328255,0.180739,0.000038541,0.001281094,0.002102121,0.7455024,0.001123495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389053,0.005611449,0.0002454977,0.2124821,0.006529517,0.001345912,0.0004227995,0.0005834773,0.233874],"genre_scores_gemma":[0.8743827,0.0007188644,0.000325176,0.007414442,0.001498455,0.00006365542,0.00005516226,0.00006094526,0.1154806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3702128,"threshold_uncertainty_score":0.9998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06857133269355886,"score_gpt":0.3862644342895367,"score_spread":0.3176931015959779,"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."}}