{"id":"W2246653679","doi":"","title":"Contextualisation et hyperpertinence figurale","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Psychology","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009939043,0.0006051986,0.0008033396,0.0001663414,0.001620815,0.0003655708,0.001447145,0.0011138,0.003503068],"category_scores_gemma":[0.006330418,0.0006540763,0.0003676996,0.0003953575,0.0006432698,0.000475639,0.001399109,0.002316171,0.001831421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219303,"about_ca_system_score_gemma":0.0008868835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03643789,"about_ca_topic_score_gemma":0.01282255,"domain_scores_codex":[0.9675206,0.02857633,0.001265662,0.001092022,0.0006793277,0.0008660387],"domain_scores_gemma":[0.984566,0.006026852,0.00130188,0.002287313,0.005360517,0.0004574034],"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":[0.00001557623,0.0006020442,0.008905884,0.0006685714,0.00013712,0.000005631865,0.4485728,0.0000264359,0.001317066,0.4724575,0.02263943,0.04465198],"study_design_scores_gemma":[0.003798997,0.000003543149,0.07812238,0.03223127,0.0004822668,0.00001754058,0.07718291,0.02545233,0.01387214,0.07168631,0.693424,0.003726239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5467074,0.005497862,0.05121562,0.1062491,0.001966845,0.002197085,0.0002010049,0.0005598209,0.2854053],"genre_scores_gemma":[0.8213964,0.003026869,0.01387258,0.003235747,0.0001840485,0.0003445531,0.001142333,0.0001063605,0.1566911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6707847,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860184486727313,"score_gpt":0.3175949215809827,"score_spread":0.2789930767137096,"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."}}