{"id":"W1991442362","doi":"10.3917/docsi.513.0032","title":"La collecte d'information, clé de l'analyse des risques","year":2014,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Humanities; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.01000706,0.0002789298,0.0002736899,0.0005144278,0.002679736,0.00207954,0.001162892,0.0003996649,0.001024438],"category_scores_gemma":[0.001316316,0.0002846669,0.0001705377,0.002318394,0.003590897,0.02423349,0.0003304706,0.0004773436,0.001423262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189161,"about_ca_system_score_gemma":0.0008812118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009994643,"about_ca_topic_score_gemma":0.0004849939,"domain_scores_codex":[0.9949148,0.001444885,0.0008671406,0.0002173143,0.001395508,0.00116036],"domain_scores_gemma":[0.9979364,0.0005656992,0.0004942399,0.0002445546,0.0003010506,0.0004580986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006788,0.0001494932,0.03700246,0.0005766707,0.0001056251,0.000004821906,0.3267383,0.008678169,0.000119119,0.3227958,0.05520625,0.2485226],"study_design_scores_gemma":[0.0009396989,0.0004026471,0.008834698,0.0002611912,0.00008024692,0.00005758681,0.1377276,0.1178723,0.0007847516,0.02229967,0.7100822,0.0006573629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3917788,0.0002280925,0.009271448,0.006458317,0.0007430279,0.0006306639,0.00007178084,0.0001643036,0.5906535],"genre_scores_gemma":[0.9844593,0.001568083,0.008910722,0.001404681,0.0002328154,0.00007520062,0.00008600807,0.000009888487,0.003253318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.654876,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453291624645155,"score_gpt":0.3839716494674125,"score_spread":0.3394387332209609,"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."}}