{"id":"W2969353311","doi":"","title":"PBL COMO TÉCNICA DE ENSINO NA MONITORIA ACADÊMICA DE HIDROTERAPIA","year":2019,"lang":"pt","type":"article","venue":"Encontro de Extensão, Docência e Iniciação Científica (EEDIC)","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00675329,0.001365099,0.001977069,0.0007356398,0.001635023,0.0007300848,0.003497239,0.002714379,0.006157932],"category_scores_gemma":[0.004223637,0.001398594,0.001211963,0.002156053,0.001017699,0.001097167,0.0006679729,0.004140869,0.003186989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655543,"about_ca_system_score_gemma":0.003417898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211558,"about_ca_topic_score_gemma":0.0005087964,"domain_scores_codex":[0.9855606,0.002410594,0.002283176,0.002178642,0.002917879,0.00464911],"domain_scores_gemma":[0.9911346,0.002747969,0.001435115,0.001537187,0.0006566311,0.002488425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001912794,0.002739252,0.4509085,0.000479754,0.001410172,0.0009861811,0.1864537,0.0004484767,0.09300487,0.03321737,0.1901891,0.03824981],"study_design_scores_gemma":[0.01185022,0.001436441,0.1472568,0.002392858,0.001131465,0.0002894437,0.07257111,0.0154907,0.006441123,0.005925575,0.7296579,0.005556372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432559,0.004010161,0.0006747198,0.01310454,0.01374971,0.002222095,0.0002121916,0.0007943951,0.02197627],"genre_scores_gemma":[0.9740712,0.002185182,0.0003900139,0.006692667,0.005154606,0.00009110844,0.00003588378,0.0001995516,0.01117977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394688,"threshold_uncertainty_score":0.99991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816514838404136,"score_gpt":0.3309522708166495,"score_spread":0.3027871224326081,"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."}}