{"id":"W1592222417","doi":"","title":"TRABALHO DOCENTE E IDENTIDADES PROFISSIONAIS","year":2012,"lang":"pt","type":"other","venue":"Americanae (AECID Library)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Gender studies","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004407352,0.0006680528,0.0007641902,0.0004508005,0.0008246073,0.0002469769,0.001348021,0.0006064366,0.4328045],"category_scores_gemma":[0.0002511812,0.0006410866,0.0003601046,0.001519256,0.001184122,0.00367974,0.0002026089,0.0008689034,0.01065805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680303,"about_ca_system_score_gemma":0.001412211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03250049,"about_ca_topic_score_gemma":0.0002987122,"domain_scores_codex":[0.995226,0.001220929,0.0006518932,0.0008762294,0.0008729717,0.001151925],"domain_scores_gemma":[0.9962416,0.000671183,0.001411226,0.0007326822,0.00005072632,0.0008925952],"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":[0.00003063004,0.0003624405,0.1629044,0.00005974217,0.0002505442,0.00001033129,0.008067554,2.079527e-7,0.000008738517,0.00804299,0.7950339,0.02522853],"study_design_scores_gemma":[0.0001782782,0.00007317527,0.08179105,0.0001626083,0.0002035138,0.000003424447,0.01166356,8.073684e-7,0.00007741396,0.0002290689,0.9048768,0.0007402457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007940805,0.01175089,0.00003622895,0.03728635,0.005548882,0.0008383794,0.0001161699,0.000416837,0.9360654],"genre_scores_gemma":[0.06612457,0.007741717,0.0005812885,0.00318959,0.003818823,0.00008679258,0.0001690094,0.0003459608,0.9179422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4221464,"threshold_uncertainty_score":0.999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211254233687359,"score_gpt":0.353010260818974,"score_spread":0.3108977184821005,"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."}}