{"id":"W2626862258","doi":"10.29173/cais162","title":"Recherche des titres débutant par un article : analyse du comportement de recherche","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005475277,0.0004015554,0.0006001577,0.0001976581,0.0003134387,0.004777457,0.002931196,0.0005139681,0.0003673217],"category_scores_gemma":[0.02535093,0.0003147778,0.000276104,0.00128813,0.001043274,0.01663044,0.001134398,0.001054704,0.00006224642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005313402,"about_ca_system_score_gemma":0.001049266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089492,"about_ca_topic_score_gemma":0.00003144163,"domain_scores_codex":[0.9963811,0.0004007466,0.001062074,0.0004169838,0.0008058146,0.0009332604],"domain_scores_gemma":[0.9443542,0.000698311,0.001056613,0.0004221339,0.05300665,0.0004621171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877808,0.001158993,0.4167541,0.00112225,0.0004037116,0.00001131476,0.176926,0.00004025236,0.0998233,0.03991157,0.009543001,0.2541178],"study_design_scores_gemma":[0.001314043,0.001021587,0.4329378,0.001007644,0.000309693,0.0001614108,0.009971982,0.0372758,0.4319448,0.06173645,0.02145953,0.0008592579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766038,0.00050029,0.001908263,0.01335779,0.000178978,0.0006493269,0.00007545002,0.00006683166,0.006659236],"genre_scores_gemma":[0.9687027,0.0007213569,0.02782252,0.0005448067,0.00009484199,0.00005884069,0.000003028937,0.00002234208,0.002029587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321215,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2125528747888783,"score_gpt":0.3452450508043344,"score_spread":0.1326921760154562,"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."}}