{"id":"W4285321702","doi":"10.26514/inter.v12i36.6284","title":"A FORMAÇÃO DE PROFESSORES PARA O ENSINO DE CIÊNCIAS NA PERSPECTIVA NA TEORIA DA OBJETIVAÇÃO","year":2021,"lang":"pt","type":"article","venue":"INTERFACES DA EDUCAÇÃO","topic":"Science and Education Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Humanities; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003162881,0.0005328776,0.0006002365,0.0003650098,0.001779443,0.001771617,0.001721768,0.0005013216,0.007686394],"category_scores_gemma":[0.003396852,0.0005300511,0.0003142446,0.00239839,0.001231498,0.001104601,0.0005400509,0.001240131,0.001470844],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897199,"about_ca_system_score_gemma":0.01205494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006319673,"about_ca_topic_score_gemma":0.002157511,"domain_scores_codex":[0.9924739,0.001530444,0.0007056274,0.001230729,0.001539328,0.002519967],"domain_scores_gemma":[0.995722,0.0008629455,0.0003136973,0.0009242319,0.001132921,0.00104421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001705552,0.00158437,0.03159804,0.0001908619,0.0002662343,0.0001255567,0.816582,0.00003597218,0.02719128,0.00448007,0.09994441,0.01783063],"study_design_scores_gemma":[0.0005215829,0.0003162782,0.009638191,0.000531985,0.0000863235,0.0001035607,0.9013892,0.0006759535,0.05434424,0.00259807,0.02891313,0.0008814912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454486,0.002921785,0.0002654508,0.03148936,0.005430139,0.0006194978,0.00004454315,0.0001345548,0.01364609],"genre_scores_gemma":[0.9452829,0.0004480079,0.0005033126,0.001101506,0.001163403,0.0001142736,0.00001483611,0.00005223036,0.05131949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08480716,"threshold_uncertainty_score":0.9997151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389477554803375,"score_gpt":0.4490164616833856,"score_spread":0.3100687062030482,"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."}}