{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0755681,0.001427102,0.001391756,0.009726565,0.01149243,0.04458665,0.006502535,0.00878286,0.01448829],"category_scores_gemma":[0.08573651,0.001234824,0.001989388,0.01532936,0.04270003,0.04206679,0.01562229,0.01216723,0.004580901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03089763,"about_ca_system_score_gemma":0.04452109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02165678,"about_ca_topic_score_gemma":0.02141687,"domain_scores_codex":[0.9425607,0.03258087,0.00459073,0.007383831,0.009421404,0.003462381],"domain_scores_gemma":[0.9303033,0.03206426,0.005739461,0.01117801,0.01588251,0.004832401],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005563603,0.00004276833,0.001530356,0.0008981918,0.00003730463,0.00013042,0.01255419,0.0006512918,0.0002548037,0.9028106,0.01840877,0.06262572],"study_design_scores_gemma":[0.00002947578,0.00008781703,0.00171108,0.002568848,0.0000432233,0.0001782631,0.01620617,0.0006071533,0.0004552297,0.2874159,0.6906196,0.00007734151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01585061,0.1000691,0.07343642,0.5550842,0.009454955,0.0003986214,0.0003205656,0.0006279202,0.2447576],"genre_scores_gemma":[0.6878425,0.1214082,0.08046668,0.04587287,0.004601771,0.001196963,0.0005004754,0.0008146179,0.05729581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9244319,"threshold_uncertainty_score":0.3996471,"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."}}