{"id":"W1963554681","doi":"10.1353/ils.2011.0019","title":"Exploration de textes et recherche d’information","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001663465,0.00008651339,0.0001037827,0.0007750915,0.0005029939,0.001729268,0.0002405911,0.00006290121,0.002032271],"category_scores_gemma":[0.0005874026,0.00007605763,0.00004778245,0.000233911,0.0006272303,0.03457418,0.0000158258,0.0002198234,0.00006179588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007127575,"about_ca_system_score_gemma":0.004008463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007253087,"about_ca_topic_score_gemma":0.001500622,"domain_scores_codex":[0.9990209,0.00007217229,0.0004781507,0.00003711056,0.000165203,0.0002264003],"domain_scores_gemma":[0.9985871,0.00004828961,0.0003857955,0.00007816735,0.0003450857,0.0005555669],"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":[0.000006064131,0.000004761774,0.0005017398,0.00002552967,0.000009783394,0.000003268273,0.1070786,0.00004134865,5.83915e-7,0.8559434,0.005988591,0.03039628],"study_design_scores_gemma":[0.0001493767,0.0001052448,0.0015164,0.0001127929,0.00003530772,0.00003765683,0.03059917,0.002703039,0.0001025075,0.02379552,0.9407135,0.0001295328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01459442,0.002183772,0.005226037,0.01161292,0.001616822,0.0001014928,0.0001268668,0.0000114993,0.9645262],"genre_scores_gemma":[0.967376,0.002979658,0.01267373,0.00978101,0.0008047135,0.000002126286,0.00004884509,0.000008998208,0.00632491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9582012,"threshold_uncertainty_score":0.9993577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202253320235016,"score_gpt":0.2732787784204272,"score_spread":0.1530534463969257,"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."}}