{"id":"W4206704908","doi":"10.3917/dbu.bouch.2007.01.0013","title":"Représentation du sens linguistique II","year":2007,"lang":"fr","type":"book-chapter","venue":"Champs linguistiques. Manuels","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Linguistics; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001696176,0.001783203,0.001847954,0.00102053,0.002904136,0.0008191683,0.0007789665,0.001296075,0.01353739],"category_scores_gemma":[0.0029941,0.001919686,0.001291627,0.00007979097,0.002006056,0.0001138218,0.0005713065,0.001714598,0.001408582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052287,"about_ca_system_score_gemma":0.0003973894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007423543,"about_ca_topic_score_gemma":0.004244076,"domain_scores_codex":[0.9929368,0.0001262881,0.002486299,0.001927976,0.001160827,0.001361805],"domain_scores_gemma":[0.9914137,0.0005607533,0.001764652,0.001610199,0.003944379,0.0007062793],"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":[0.00009191802,0.0002633917,0.0001340527,0.0004281539,0.0007994638,0.001881314,0.01119349,0.00007172998,0.000008842379,0.9781682,0.004145348,0.002814106],"study_design_scores_gemma":[0.0005809604,0.0003130343,0.0000337557,0.00110552,0.00133897,0.00005251306,0.0008415238,0.0005335973,0.0002301842,0.09384979,0.8991829,0.001937223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001448709,0.005498604,0.0005410769,0.001243308,0.01107608,0.0008427285,0.0009429715,0.0004492319,0.9779573],"genre_scores_gemma":[0.1906178,0.005959727,0.001344326,0.001633933,0.1266944,0.00003786454,0.001859491,0.0005011067,0.6713514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8950376,"threshold_uncertainty_score":0.9996517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05615089729468841,"score_gpt":0.3240311493925183,"score_spread":0.2678802520978298,"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."}}