{"id":"W7125176381","doi":"10.7202/1122562ar","title":"Filiations essayistiques","year":2025,"lang":"fr","type":"article","venue":"Voix et Images","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001215829,0.0001954842,0.0001975489,0.00007581089,0.0006554674,0.0006450101,0.000124774,0.00007871017,0.001446143],"category_scores_gemma":[0.00008711963,0.0001607676,0.0001209325,0.00007708153,0.000389058,0.0003625201,0.00007969385,0.0002357165,0.0002112144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840755,"about_ca_system_score_gemma":0.00005887488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007475017,"about_ca_topic_score_gemma":0.0009379209,"domain_scores_codex":[0.9991579,0.00009256614,0.0002072842,0.0002119277,0.0000958154,0.0002345013],"domain_scores_gemma":[0.9993576,0.0001275323,0.00005002171,0.0001861835,0.0002482325,0.00003044729],"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":[0.000002728473,0.00005584324,0.00004636922,0.0001022087,0.00009480754,0.000004553199,0.01031573,5.123434e-7,0.00002056695,0.4954649,0.4921336,0.001758254],"study_design_scores_gemma":[0.0001436162,0.00002979882,0.0007555341,0.0003121446,0.0001320938,0.00000110565,0.003129949,0.000003841832,0.0003937195,0.02405466,0.9708778,0.000165789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000177321,0.08610315,0.0001486995,0.1779842,0.002731581,0.0001355779,0.002468403,0.0001085454,0.7301425],"genre_scores_gemma":[0.02637586,0.002513708,0.0002916467,0.003720745,0.0009282347,0.00003395154,0.00005795015,0.00001160781,0.9660663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4787442,"threshold_uncertainty_score":0.9994667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213780823554826,"score_gpt":0.2829075589302947,"score_spread":0.2707697506947465,"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."}}