{"id":"W3024300011","doi":"10.3917/i2d.201.0061","title":"Implanter un modèle adéquat de veille active","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Political science; Humanities; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326558,0.0007785548,0.0007040235,0.0007525471,0.0007622336,0.003565684,0.002184655,0.003020352,0.00824755],"category_scores_gemma":[0.005590458,0.0008111382,0.001532973,0.0006362073,0.001381529,0.003252456,0.001695739,0.001968844,0.001352499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233793,"about_ca_system_score_gemma":0.002441334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03998188,"about_ca_topic_score_gemma":0.03101292,"domain_scores_codex":[0.9992642,0.000180323,0.00003833448,0.0001711341,0.0002541762,0.00009174669],"domain_scores_gemma":[0.9983463,0.0008804847,0.0001312809,0.0002563172,0.0003226797,0.00006301139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000104872,0.00006142109,0.00172278,0.0001651085,0.00004747413,0.0001291525,0.0003174109,0.9159454,0.003576478,0.05408156,0.001295128,0.02255323],"study_design_scores_gemma":[0.00002200949,0.00004911293,0.0004601607,0.00004634371,0.00002771664,0.00004666636,0.00009369304,0.9710489,0.001607471,0.01474725,0.01182203,0.00002849522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0801282,0.001067503,0.8687735,0.002259798,0.0003515719,0.0001655726,0.0008176885,0.001065694,0.04537048],"genre_scores_gemma":[0.7702075,0.001295305,0.1858467,0.0003685695,0.00008340349,0.0004075597,0.0008243941,0.0004670377,0.04049968],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03998188,"threshold_uncertainty_score":0.07949829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636147510060313,"score_gpt":0.2335352465735082,"score_spread":0.2071737714729051,"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."}}