{"id":"W4392792036","doi":"10.46856/grp.22.ept183","title":"Trajectórias","year":2024,"lang":"pt","type":"article","venue":"Global Rheumatology","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wellesley Institute","funders":"","keywords":"Humanities; Psychology; Chemistry; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001152046,0.0001565294,0.0002535758,0.0001139708,0.0004828699,0.0004277969,0.0006724389,0.0002818487,0.005699182],"category_scores_gemma":[0.0005053925,0.0001467435,0.0001406493,0.00219949,0.0007672517,0.0002802341,0.00009479032,0.0002430815,0.0149467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255196,"about_ca_system_score_gemma":0.002401066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775797,"about_ca_topic_score_gemma":0.002787118,"domain_scores_codex":[0.9972209,0.0003503925,0.0003120348,0.0005615064,0.0006003904,0.0009547482],"domain_scores_gemma":[0.9989752,0.0003035769,0.00003577526,0.0002404234,0.0001002648,0.0003447347],"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":[0.00001106989,0.00007285054,0.01749957,0.00009931955,0.00005569898,0.00005133718,0.01724455,0.000002916244,0.000004120841,0.4027807,0.5263768,0.03580102],"study_design_scores_gemma":[0.0001950034,0.0001257115,0.007923187,0.0002604706,0.00003384202,0.0002554541,0.06112833,0.001367472,0.00001297524,0.02637305,0.9018899,0.0004346447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268857,0.02103711,0.0004551191,0.09806424,0.02438887,0.0004869653,0.00008331539,0.0004757015,0.228123],"genre_scores_gemma":[0.9808756,0.001836893,0.0000278058,0.0002555275,0.0001366443,0.00001938227,0.000005181266,0.000007550864,0.01683537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764077,"threshold_uncertainty_score":0.9952098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686530634078275,"score_gpt":0.4418285917347393,"score_spread":0.3731755283269118,"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."}}