{"id":"W4404476024","doi":"10.9771/contemporanea.v22i1.63377","title":"Expediente","year":2024,"lang":"pt","type":"article","venue":"Contemporanea","topic":"Sociology and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697393,0.001278141,0.001074951,0.003582923,0.003299736,0.009800525,0.001976182,0.002016953,0.6177274],"category_scores_gemma":[0.004946859,0.0005491821,0.0008151993,0.003714366,0.0009373614,0.005483701,0.005177145,0.00229338,0.3829129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219841,"about_ca_system_score_gemma":0.004292422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007624236,"about_ca_topic_score_gemma":0.01480962,"domain_scores_codex":[0.9978218,0.0003669025,0.0001422072,0.0003818716,0.001052756,0.0002344618],"domain_scores_gemma":[0.9970366,0.0003441409,0.0001086681,0.0005038083,0.001387979,0.00061886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006897037,0.00005634494,0.0003229999,0.0003484819,0.000006206541,0.0001464651,0.000615023,0.00009660571,0.0005552773,0.01995371,0.7589247,0.2189052],"study_design_scores_gemma":[0.000002456896,0.000006728066,0.0001481555,0.00005657951,0.00000121975,0.00005102625,0.0001207001,0.0000159175,0.00004725443,0.0004441322,0.9991028,0.000002983131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001518072,0.007036097,0.005785387,0.007192399,0.01442263,0.0003345378,0.003408546,0.002659491,0.9576428],"genre_scores_gemma":[0.003851837,0.002894309,0.00311345,0.0009882086,0.001107231,0.0001221102,0.001859995,0.0009419046,0.985121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6177274,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002010279131021,"score_gpt":0.4052189893550067,"score_spread":0.3050179614419046,"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."}}