{"id":"W2138231648","doi":"10.7202/602641ar","title":"Les mots du discours","year":2009,"lang":"fr","type":"article","venue":"Revue québécoise de linguistique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004507654,0.0005214071,0.0006560736,0.0002250932,0.0008235943,0.0005901313,0.0004460562,0.0003063289,0.002036181],"category_scores_gemma":[0.001406269,0.0005491254,0.0005608145,0.0001137858,0.0003875792,0.00008802558,0.00004521993,0.0005613765,0.0002279314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859993,"about_ca_system_score_gemma":0.0003634917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07794259,"about_ca_topic_score_gemma":0.02959194,"domain_scores_codex":[0.9974732,0.0001534595,0.0007078022,0.0005854034,0.0002478455,0.0008322216],"domain_scores_gemma":[0.9978688,0.0001794675,0.0003242932,0.0006254536,0.0005858092,0.0004162108],"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":[0.00003225495,0.0004663702,0.0004419657,0.0001829505,0.0001481386,0.0007560852,0.00992437,0.0003827313,0.00001303302,0.9723575,0.006346526,0.008948105],"study_design_scores_gemma":[0.0002965356,0.0002082756,0.0008037513,0.0006517601,0.0006950239,0.00005353407,0.001332837,0.00323957,0.00003654476,0.08921648,0.902779,0.0006867265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01515722,0.02895828,0.0004111588,0.04092458,0.002868347,0.0002736916,0.0002781587,0.0001772892,0.9109513],"genre_scores_gemma":[0.8865208,0.003674906,0.0005336875,0.001283735,0.03455463,0.00001251079,0.00006950225,0.00006857852,0.07328165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8964325,"threshold_uncertainty_score":0.999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169692187829235,"score_gpt":0.2867157185520432,"score_spread":0.2650187966737508,"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."}}