{"id":"W6983091719","doi":"","title":"Le scientifique en chef, les fonds de recherche du Québec et la science ouverte","year":2018,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); History of science; Sociology of scientific knowledge; Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["open_science"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.01613953,0.00222539,0.001594077,0.006523968,0.00196508,0.003109914,0.007256997,0.001114434,0.04085372],"category_scores_gemma":[0.05852016,0.002391626,0.001076108,0.006974915,0.01340806,0.002650875,0.003724578,0.003026278,0.0132666],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.06688026,"about_ca_system_score_gemma":0.5924851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7912874,"about_ca_topic_score_gemma":0.9969018,"domain_scores_codex":[0.9790801,0.007997234,0.001925292,0.003609766,0.005025451,0.00236217],"domain_scores_gemma":[0.945268,0.04805242,0.002343944,0.002208401,0.0007166608,0.001410543],"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":[0.0005125552,0.002857245,0.07216646,0.0007972103,0.001081381,0.000105014,0.01950474,0.0004087629,0.04938801,0.3783183,0.4715126,0.003347772],"study_design_scores_gemma":[0.002458031,0.0002421472,0.08718199,0.001622567,0.0003224201,0.0002810558,0.0005466428,0.003124852,0.005767147,0.002153508,0.8939524,0.002347285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06578057,0.00571653,0.006961302,0.02917471,0.0005215613,0.00159506,0.001019036,0.0007221557,0.8885091],"genre_scores_gemma":[0.3030843,0.001450724,0.01115643,0.002492655,0.001290319,0.0006743159,0.00006758624,0.001580723,0.6782029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5256048,"threshold_uncertainty_score":0.9993342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895020015171291,"score_gpt":0.2850818505786706,"score_spread":0.2561316504269577,"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."}}