{"id":"W1635428083","doi":"10.7202/1025996ar","title":"L’analyse textuelle des discours assistée par ordinateur et les logiciels textométriques : réflexions critiques et prospectives à partir d’une modélisation des procédés analytiques fondamentaux","year":2014,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008424502,0.001222068,0.0006475936,0.004186027,0.001799709,0.01305553,0.00170298,0.002226237,0.0114417],"category_scores_gemma":[0.04100761,0.0008354098,0.001208931,0.005229811,0.006161962,0.01293493,0.003069589,0.002474579,0.00303533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005407551,"about_ca_system_score_gemma":0.005166665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02878309,"about_ca_topic_score_gemma":0.02157104,"domain_scores_codex":[0.9912449,0.004299905,0.000477885,0.001494886,0.002210684,0.0002717862],"domain_scores_gemma":[0.9581785,0.02910935,0.002580604,0.003629236,0.006041256,0.0004610039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005164792,0.000115327,0.02475959,0.002258077,0.000180333,0.0006549219,0.1117711,0.01407936,0.01416323,0.5513448,0.008071285,0.2720854],"study_design_scores_gemma":[0.00005774388,0.0002396748,0.03740968,0.002683822,0.0002834754,0.001225524,0.07750027,0.08037253,0.02196241,0.2725559,0.5053583,0.0003507048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1121987,0.003441802,0.7960437,0.01091527,0.0002370756,0.0003769491,0.002079098,0.001658831,0.07304858],"genre_scores_gemma":[0.6307854,0.002968967,0.3182061,0.0005835104,0.0001271378,0.0006477364,0.00159531,0.001095243,0.04399056],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02878309,"threshold_uncertainty_score":0.05723107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808418090817959,"score_gpt":0.4188426012398785,"score_spread":0.2380007921580826,"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."}}