{"id":"W4415230131","doi":"10.36557/pbpc.v4i2.409","title":"APLICAÇÃO DO MODELO CALGARY DE AVALIAÇÃO","year":2025,"lang":"pt","type":"article","venue":"Periódicos Brasil Pesquisa Científica","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Process (computing); Subject (documents); Object (grammar)","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":[0.01269327,0.001278986,0.0008399712,0.003887087,0.00181682,0.009723731,0.00270913,0.002142551,0.0202298],"category_scores_gemma":[0.04168079,0.0007534272,0.002223333,0.004334664,0.001832533,0.006717559,0.00436726,0.002256209,0.002307643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005944188,"about_ca_system_score_gemma":0.01021312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943404,"about_ca_topic_score_gemma":0.01317504,"domain_scores_codex":[0.9909599,0.004773475,0.0007345757,0.001102325,0.002045131,0.0003846727],"domain_scores_gemma":[0.9748994,0.01509222,0.001613689,0.002293457,0.005217886,0.0008833983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005196959,0.0004285703,0.05961854,0.003646474,0.0005622302,0.0007486761,0.02046728,0.0531018,0.003617062,0.3352343,0.02330591,0.4987495],"study_design_scores_gemma":[0.0002221956,0.0008696645,0.02899992,0.004457065,0.0006084807,0.001399437,0.01416756,0.2883918,0.003920463,0.2841399,0.3724742,0.0003493761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05200407,0.001889258,0.8470476,0.008876761,0.0005052492,0.003176466,0.002708818,0.00419593,0.07959586],"genre_scores_gemma":[0.3565538,0.001465048,0.6242099,0.0006317293,0.0001193953,0.002503622,0.001638942,0.0003621559,0.01251538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0202298,"threshold_uncertainty_score":0.06767535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823215059201653,"score_gpt":0.3626778875893105,"score_spread":0.324445736997294,"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."}}