{"id":"W1989021397","doi":"10.7202/008200ar","title":"Présentation","year":2004,"lang":"en","type":"article","venue":"Recherches sociographiques","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Criticism; Sociology; Linguistics; Literary criticism; Epistemology; Philosophy; Literature; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071712,0.00008953807,0.0001054226,0.0001404921,0.0001631026,0.0001299174,0.00008039318,0.00005232658,0.0002939239],"category_scores_gemma":[0.00005944599,0.00007609589,0.0001749544,0.00005879967,0.0001605704,0.00009680269,0.00001168659,0.0001082794,0.00005465835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626091,"about_ca_system_score_gemma":0.00003652133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066217,"about_ca_topic_score_gemma":0.006741059,"domain_scores_codex":[0.999454,0.00004068527,0.0001312777,0.0001298838,0.0001098311,0.0001342897],"domain_scores_gemma":[0.9996268,0.00004455191,0.00004950688,0.0001094995,0.0001267343,0.00004286266],"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":[0.000003536335,0.00008292228,0.00185748,0.0000120462,0.00009902117,0.000003069391,0.04455607,0.000007365147,0.00005688381,0.9506623,0.002064507,0.0005947779],"study_design_scores_gemma":[0.0003991981,0.00008845319,0.002089105,0.00004273165,0.0001763678,9.032403e-7,0.00833257,0.00001123255,0.001527766,0.9176342,0.06934643,0.0003510237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.419487,0.00132235,0.0007350847,0.007190568,0.0010945,0.0002161963,0.00002150606,0.0005373625,0.5693955],"genre_scores_gemma":[0.9943971,0.0003453216,0.001030729,0.0004203549,0.00242009,0.00001406237,0.00002650993,0.00001457244,0.001331234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5749102,"threshold_uncertainty_score":0.9959259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153457309615372,"score_gpt":0.3621684641224933,"score_spread":0.2087111545071212,"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."}}