{"id":"W4389573377","doi":"10.5965/1984723824562023012","title":"Pibid e Residência Pedagógica e seus impactos na formação docente: percepção de coordenadores institucionais","year":2023,"lang":"pt","type":"article","venue":"Linhas","topic":"Education and Public Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; 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":[0.001459979,0.0003476435,0.0003626364,0.0004396252,0.001424932,0.0004344485,0.0008501005,0.0004371716,0.004681545],"category_scores_gemma":[0.001789089,0.0003464817,0.0002596884,0.002235256,0.000366148,0.0005595452,0.0002042976,0.0005644431,0.005179452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295737,"about_ca_system_score_gemma":0.003206303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008229221,"about_ca_topic_score_gemma":0.008822245,"domain_scores_codex":[0.9963021,0.0004045416,0.0005364372,0.0005088997,0.0007964392,0.001451602],"domain_scores_gemma":[0.9977124,0.0003105983,0.0003023656,0.0005122531,0.00022923,0.0009331749],"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":[0.00007917494,0.0003124728,0.02384199,0.0001186977,0.00009251168,0.00003586055,0.3160788,0.00003011208,0.0001164413,0.02370165,0.6200203,0.01557207],"study_design_scores_gemma":[0.0007859556,0.0001592938,0.1016653,0.0001382752,0.00005946255,0.00001600279,0.06686914,0.0006890686,0.00007711118,0.001432103,0.827465,0.000643322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8098366,0.0005721507,0.00006791163,0.0624559,0.003248201,0.0006761689,0.0002442623,0.0007126869,0.1221861],"genre_scores_gemma":[0.8913562,0.001683946,0.00003154689,0.002782557,0.001905791,0.00003812789,0.0001038666,0.00004208078,0.1020559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2492096,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09546491889155612,"score_gpt":0.4192532136570485,"score_spread":0.3237882947654924,"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."}}