{"id":"W3178306570","doi":"10.1055/s-0041-1731675","title":"Márcio Ibrahim de Carvalho","year":2021,"lang":"hu","type":"article","venue":"Revista Brasileira de Ortopedia","topic":"Literature, Culture, and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005011347,0.0007154494,0.0009295886,0.0001126753,0.000837356,0.003846282,0.0005284905,0.0004713521,0.01312206],"category_scores_gemma":[0.0003340961,0.0006791126,0.000628179,0.0002305569,0.0003733828,0.0006084946,0.0002018476,0.001017119,0.000935364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264548,"about_ca_system_score_gemma":0.001036632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418015,"about_ca_topic_score_gemma":0.0002936708,"domain_scores_codex":[0.9959178,0.0004665988,0.0008490182,0.0009013782,0.0005329566,0.001332233],"domain_scores_gemma":[0.9973835,0.0002182816,0.0002248275,0.0009966707,0.0005419841,0.0006346856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004175388,0.0003795626,0.02557778,0.001447854,0.0002631777,0.00193214,0.03364613,0.000002293384,0.000493466,0.7913068,0.1432551,0.001654005],"study_design_scores_gemma":[0.0007483644,0.00009933001,0.01787737,0.0008044044,0.0006003919,0.0003016275,0.006262422,0.00003864388,0.0003884681,0.0007494727,0.9711158,0.001013646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5331569,0.07550628,0.0001181926,0.0006102172,0.002788278,0.0005919128,0.001230704,0.0003336678,0.3856639],"genre_scores_gemma":[0.8431554,0.001589204,0.0003601921,0.006778567,0.009819543,0.00004329283,0.0004231373,0.0001565137,0.1376742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278608,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250604007130729,"score_gpt":0.2535155217447652,"score_spread":0.2310094816734579,"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."}}