{"id":"W2327033589","doi":"10.5840/symposium201216115","title":"Parole et Subjectivité","year":2012,"lang":"fr","type":"article","venue":"Symposium","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003700629,0.000202778,0.0002323353,0.0000777977,0.0003855191,0.0002824983,0.0001198682,0.0000855517,0.007286499],"category_scores_gemma":[0.00003605013,0.0001893149,0.0002111242,0.00004206027,0.0002331626,0.0002992419,0.00006721172,0.0001740524,0.00192111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005532832,"about_ca_system_score_gemma":0.0001209905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387837,"about_ca_topic_score_gemma":0.0005903512,"domain_scores_codex":[0.9987358,0.00009668424,0.0002210744,0.0001791193,0.0002005908,0.0005667519],"domain_scores_gemma":[0.9992304,0.00007939816,0.0000872602,0.0002781918,0.0001205121,0.0002042168],"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":[0.000006765591,0.0003940941,0.003136902,0.00004664755,0.0001547168,0.000005768962,0.01228605,0.00001732779,0.00009404596,0.9615421,0.02200856,0.0003070012],"study_design_scores_gemma":[0.0001592672,0.00004638261,0.0003238405,0.00003777576,0.0003911465,0.00000412392,0.001473182,0.0001272124,0.0002449187,0.003094366,0.9938242,0.000273534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01288741,0.02554075,0.00003756117,0.0120708,0.006002017,0.00008470661,0.0001487516,0.00004468616,0.9431833],"genre_scores_gemma":[0.7069147,0.0006143434,0.00002863076,0.0007514532,0.01029751,0.00000843184,0.00002713323,0.00002717343,0.2813306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9718157,"threshold_uncertainty_score":0.998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477438053466458,"score_gpt":0.2720576697715212,"score_spread":0.2472832892368567,"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."}}