{"id":"W155739840","doi":"10.7202/1029237ar","title":"La valorisation de la recherche : savoir investir dans le savoir","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.09655004,0.001029879,0.001732169,0.003762912,0.009191374,0.03298241,0.00340663,0.007659496,0.007209006],"category_scores_gemma":[0.1420103,0.001178177,0.001714513,0.005029731,0.02025295,0.02511807,0.0127537,0.008755397,0.004209469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01076902,"about_ca_system_score_gemma":0.05337496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054606,"about_ca_topic_score_gemma":0.01348858,"domain_scores_codex":[0.8518174,0.1069918,0.006088209,0.008304819,0.02135726,0.005440585],"domain_scores_gemma":[0.761284,0.1004146,0.01480112,0.03876367,0.0633501,0.02138661],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003955191,0.0006100111,0.02687555,0.00361666,0.0005404956,0.001233114,0.1291654,0.0009141375,0.01505909,0.4076548,0.0555168,0.3584184],"study_design_scores_gemma":[0.00009097561,0.0005455571,0.01221983,0.004753208,0.000316399,0.001037512,0.0594188,0.001356732,0.005516001,0.1747726,0.7397691,0.0002033588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09269541,0.03927075,0.1024734,0.5548844,0.005815299,0.0005359889,0.0002218614,0.001183356,0.2029196],"genre_scores_gemma":[0.726314,0.02342304,0.1209671,0.0401909,0.002411627,0.0007208504,0.0003198168,0.0008086356,0.08484411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962371,"threshold_uncertainty_score":0.5106115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7534352182341003,"score_gpt":0.5969145407895278,"score_spread":0.1565206774445725,"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."}}