{"id":"W2909859490","doi":"10.22408/reva302018147554-563","title":"Produtos educacionais elaborados no Mestrado Profissional em Ensino de Física: a busca por referenciais norteadores","year":2018,"lang":"pt","type":"article","venue":"Revista Valore","topic":"Education and Public Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Philosophy; Sociology","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":[0.001712403,0.0005443263,0.0006312638,0.0002809088,0.001339712,0.0007081381,0.0009746316,0.0004712994,0.006118094],"category_scores_gemma":[0.002653823,0.0004966949,0.0002882204,0.001730381,0.0008126102,0.0005002805,0.0001531204,0.0006283859,0.003506103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609503,"about_ca_system_score_gemma":0.00873924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332713,"about_ca_topic_score_gemma":0.0005716613,"domain_scores_codex":[0.9948723,0.0008742647,0.0008297491,0.0009855825,0.001119196,0.00131887],"domain_scores_gemma":[0.9956443,0.0002034292,0.0005551747,0.0008912844,0.001629396,0.001076452],"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":[0.00008355584,0.0008257788,0.01594782,0.0003625528,0.0001408645,0.00001236744,0.07927246,1.16141e-7,0.0002587022,0.06376738,0.8186769,0.02065149],"study_design_scores_gemma":[0.0003237141,0.0002434601,0.08701514,0.000453203,0.0001180039,0.00002108428,0.009517586,0.00003838129,0.00009240364,0.0004779127,0.9010484,0.000650764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475667,0.001972726,0.00004482515,0.07086943,0.003807487,0.002332038,0.0004425549,0.0004464487,0.07251776],"genre_scores_gemma":[0.8945408,0.0004300709,0.0007106891,0.00339717,0.01037063,0.0000945978,0.0001516767,0.00008231137,0.09022201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08237144,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05097683464737396,"score_gpt":0.3684822436498596,"score_spread":0.3175054090024856,"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."}}