{"id":"W1987106241","doi":"10.3917/docsi.381.0014","title":"Évaluer la demande et les besoins en informations : pour des enquêtes croisées","year":2001,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001425851,0.0003490466,0.0002344906,0.0003020422,0.001115076,0.008882183,0.0008355603,0.0002151909,0.0003023896],"category_scores_gemma":[0.0003563744,0.0002830675,0.0001661618,0.001018704,0.0009761459,0.05877782,0.0004096864,0.0002675245,0.0005169407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180505,"about_ca_system_score_gemma":0.0003625893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394209,"about_ca_topic_score_gemma":0.000713667,"domain_scores_codex":[0.9973111,0.0002559738,0.0007853405,0.0002279119,0.0006753555,0.0007443166],"domain_scores_gemma":[0.9984,0.000386916,0.0003862298,0.0002868198,0.0002295036,0.0003105567],"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":[0.00001446793,0.0001570234,0.004135241,0.0001482612,0.0000363833,0.00002067144,0.07733953,0.01047564,0.0001625154,0.7977208,0.01171316,0.09807625],"study_design_scores_gemma":[0.001103224,0.0004931433,0.04434924,0.0005731477,0.00004942296,0.002666207,0.0136065,0.1370962,0.002045101,0.05273207,0.7442529,0.001032801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.288175,0.001646503,0.1080798,0.01190395,0.000756034,0.0005761047,0.00009641245,0.0002826992,0.5884836],"genre_scores_gemma":[0.9635203,0.001631687,0.01969882,0.005055304,0.0001382234,0.00004343818,0.0001385767,0.00001147968,0.009762193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7449888,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770577559534396,"score_gpt":0.3687218799061951,"score_spread":0.1916641239527555,"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."}}