{"id":"W4411194056","doi":"10.7202/1118255ar","title":"Exploration des narrations modulaires : une exemplification de la littérature analogique participative","year":2025,"lang":"fr","type":"article","venue":"Multimodalité(s) :","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Exemplification; Humanities; Art; Psychology; Philosophy; Linguistics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003449,0.0002174463,0.0002269838,0.0001344501,0.00152076,0.0001499248,0.0002500457,0.0005330755,0.0000875685],"category_scores_gemma":[0.002564821,0.0002444409,0.0001202764,0.001472324,0.002909653,0.0006770921,0.00002562454,0.0003911174,0.00003273078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668534,"about_ca_system_score_gemma":0.0009517377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356659,"about_ca_topic_score_gemma":0.001921048,"domain_scores_codex":[0.9949018,0.003591117,0.0004322922,0.0004140988,0.0001999927,0.0004606906],"domain_scores_gemma":[0.9967507,0.002207878,0.0001838068,0.0002710446,0.000452941,0.000133625],"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":[0.000006789941,0.0003185543,0.01020106,0.00006243166,0.00008108422,6.445624e-7,0.2291811,0.001893224,0.0003000528,0.7209296,0.001380768,0.03564463],"study_design_scores_gemma":[0.0004818686,0.00006008343,0.1550135,0.0003372032,0.0001514131,0.000001430375,0.3479816,0.006268762,0.0003718397,0.4076446,0.08128107,0.0004065814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.54168,0.01101778,0.1486236,0.2154848,0.004112947,0.001198979,0.0001029997,0.0003338018,0.07744512],"genre_scores_gemma":[0.9721126,0.002348796,0.0117014,0.0005850816,0.001251352,0.0004497243,0.0001484494,0.0000163726,0.0113862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304326,"threshold_uncertainty_score":0.9998038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162898577781807,"score_gpt":0.4931247774807373,"score_spread":0.2768349197025566,"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."}}