{"id":"W4381326315","doi":"10.58422/repesq.2022.e1210","title":"Uma ciência coordenada? Revisitando tentativas de coordenar a pesquisa acadêmica","year":2022,"lang":"pt","type":"article","venue":"REVISTA ELETRÔNICA PESQUISEDUCA","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002317765,0.001180773,0.002169773,0.0008208323,0.002116214,0.0001816467,0.001845013,0.003992914,0.01951295],"category_scores_gemma":[0.001256001,0.001186731,0.001043185,0.002710358,0.0008605347,0.0001627802,0.001364147,0.01644621,0.001065587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904213,"about_ca_system_score_gemma":0.002910785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495834,"about_ca_topic_score_gemma":0.00000642535,"domain_scores_codex":[0.9912592,0.001146754,0.001937006,0.001897653,0.001372794,0.002386561],"domain_scores_gemma":[0.9946469,0.0006719164,0.000991972,0.002370999,0.0003017255,0.001016472],"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":[0.003595717,0.003651471,0.006515729,0.002990694,0.00309296,0.003956324,0.003816401,0.00004433364,0.01675947,0.04986697,0.8886386,0.01707135],"study_design_scores_gemma":[0.005631154,0.002407775,0.002674097,0.0013729,0.002316747,0.003543443,0.003826773,0.0004885595,0.0006939197,0.0001800283,0.9753091,0.001555457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3230203,0.2976195,0.001846697,0.3216939,0.006304577,0.008374118,0.001066189,0.002038319,0.03803647],"genre_scores_gemma":[0.9229448,0.01058759,0.0006230311,0.01079161,0.001326596,0.0003643396,0.0003117853,0.0003146152,0.05273564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5999245,"threshold_uncertainty_score":0.9997122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310092917775764,"score_gpt":0.2789393601532369,"score_spread":0.2658384309754793,"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."}}