{"id":"W2046157943","doi":"10.3917/docsi.454.0032","title":"Les contours de la veille","year":2008,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.002895138,0.0005365929,0.0004178669,0.001250656,0.005004333,0.01535783,0.0009662787,0.003631409,0.0178921],"category_scores_gemma":[0.007396724,0.0003005367,0.0004007589,0.001272953,0.02044141,0.0121741,0.00369983,0.005769623,0.004122165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005255752,"about_ca_system_score_gemma":0.001958761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935084,"about_ca_topic_score_gemma":0.006497094,"domain_scores_codex":[0.9969099,0.001317334,0.00007394046,0.000544551,0.0007963106,0.000357906],"domain_scores_gemma":[0.9973667,0.001275133,0.0001498736,0.0004691849,0.0005331128,0.0002059628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008431557,0.000001759342,0.00005176237,0.000006698341,9.186854e-7,0.0000184939,0.00152158,0.00002977076,0.00005445663,0.987398,0.006275481,0.004632649],"study_design_scores_gemma":[0.000006439743,0.00001081818,0.0002202143,0.00009540819,0.000002186089,0.000129961,0.001782085,0.0001984889,0.0001111573,0.3638863,0.633546,0.00001092533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005780038,0.01325201,0.01023884,0.04340954,0.001444283,0.00001155632,0.00007851244,0.0001291514,0.925656],"genre_scores_gemma":[0.5897939,0.008787089,0.008930532,0.01451537,0.003666824,0.0001341559,0.0001961019,0.0005625702,0.3734134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0178921,"threshold_uncertainty_score":0.05985498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816055575900063,"score_gpt":0.3135824868553578,"score_spread":0.2754219310963572,"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."}}