{"id":"W3105289615","doi":"10.47456/krkr.v1i5.32648","title":"PIBID Química São Mateus/ES: o olhar dos envolvidos no projeto sobre a Formação Inicial de Professores","year":2020,"lang":"pt","type":"article","venue":"Kiri-Kerê - Pesquisa em Ensino","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"Universidade Federal do Espírito Santo","keywords":"Continuing education; Humanities; Sociology; Philosophy; Medicine","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":[0.002200912,0.0008333811,0.001116098,0.0002095899,0.001928075,0.0007610109,0.001304394,0.0009277601,0.006800644],"category_scores_gemma":[0.003095715,0.000826947,0.0005166978,0.001185782,0.0006454973,0.001979398,0.0003988401,0.001566168,0.007359411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142266,"about_ca_system_score_gemma":0.003731431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290497,"about_ca_topic_score_gemma":0.004079396,"domain_scores_codex":[0.9922976,0.001934948,0.001378124,0.001263645,0.001315583,0.001810051],"domain_scores_gemma":[0.9952649,0.001078367,0.001178536,0.0007173044,0.0007090585,0.001051869],"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":[0.001776158,0.0008368402,0.006845846,0.0007279468,0.0004263517,0.000107297,0.6187476,0.00001054652,0.001256849,0.003745176,0.3601808,0.005338576],"study_design_scores_gemma":[0.001797032,0.0006451186,0.002904749,0.0003183991,0.0005490662,0.0000325545,0.1927472,0.0005913088,0.001193492,0.0005995203,0.7972387,0.001382887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956174,0.002339764,0.0001085284,0.1176232,0.008908325,0.004200972,0.0003548653,0.000906083,0.06994084],"genre_scores_gemma":[0.9540824,0.001258692,0.0005682849,0.01707965,0.006566245,0.0001612408,0.0001300127,0.0001239552,0.02002948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370579,"threshold_uncertainty_score":0.9994181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182022202448398,"score_gpt":0.3959898728554413,"score_spread":0.2777876526106015,"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."}}