{"id":"W4255372231","doi":"10.31892/rbpab2525-426x.2019.v04.n11.p434-448","title":"http://www.revistas.uneb.br/index.php/rbpab/article/view/6497","year":2019,"lang":"es","type":"article","venue":"Revista Brasileira de Pesquisa (Auto)Biográfica","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; 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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.006525137,0.00196026,0.003392876,0.001291831,0.001511253,0.005383238,0.004040403,0.0007941754,0.008627048],"category_scores_gemma":[0.002553418,0.001654472,0.001696912,0.005011856,0.001169366,0.001649464,0.002565471,0.001416247,0.02610706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235968,"about_ca_system_score_gemma":0.0005320328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003476068,"about_ca_topic_score_gemma":0.00002588316,"domain_scores_codex":[0.9844196,0.001433389,0.003656227,0.00368197,0.003767824,0.003040982],"domain_scores_gemma":[0.9890093,0.002187671,0.001975209,0.004611433,0.00124036,0.0009760539],"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":[0.0005087444,0.001951668,0.5648419,0.00298249,0.001171866,0.0004611853,0.001358203,0.0001858589,0.001752856,0.2297977,0.1019897,0.09299778],"study_design_scores_gemma":[0.001814344,0.0002897113,0.3782409,0.00119059,0.0005360607,0.00006041738,0.001248984,0.009732364,0.00005507476,0.0003370131,0.6047689,0.001725691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001349,0.03271571,0.0105978,0.008866398,0.004674989,0.005673112,0.000641325,0.001223958,0.03547176],"genre_scores_gemma":[0.9758347,0.002804916,0.0007702707,0.003343638,0.0009256621,0.0001689716,0.00006637033,0.0002506489,0.01583486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5027792,"threshold_uncertainty_score":0.9997886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010226087328751,"score_gpt":0.3240839408906145,"score_spread":0.283981680017327,"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."}}