{"id":"W4281879185","doi":"10.4000/fixxion.2368","title":"Témoigner pour instruire","year":2022,"lang":"fr","type":"article","venue":"Revue critique de fixxion française contemporaine","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Humanities; Art; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003734359,0.00068222,0.0003076457,0.001566586,0.01495013,0.006640115,0.0008511604,0.002824816,0.02576115],"category_scores_gemma":[0.007901085,0.0003051929,0.0003502935,0.001281125,0.01208275,0.005768959,0.003176952,0.004800914,0.004130028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00937467,"about_ca_system_score_gemma":0.006593154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09222113,"about_ca_topic_score_gemma":0.1834869,"domain_scores_codex":[0.9967265,0.001565495,0.00009072406,0.0004676369,0.000667194,0.0004823613],"domain_scores_gemma":[0.9973052,0.001100329,0.0002513708,0.0002653369,0.0007842982,0.0002935744],"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":[0.00005968276,0.00003002105,0.003269884,0.0001139739,0.000009840422,0.0006702363,0.3375489,0.0001091293,0.001062014,0.5797239,0.04523162,0.03217094],"study_design_scores_gemma":[0.000002944197,0.00001435628,0.002057812,0.0002030916,0.000005144972,0.0002753687,0.05232954,0.00009358161,0.0004885589,0.01076989,0.9337437,0.00001603173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1024905,0.00828605,0.01506031,0.07663245,0.003064089,0.0001092103,0.000388364,0.0002397264,0.7937294],"genre_scores_gemma":[0.5482681,0.002802448,0.004173454,0.006156359,0.0005052221,0.00007935989,0.0001560908,0.0003179737,0.4375409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09222113,"threshold_uncertainty_score":0.1833687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284548170834182,"score_gpt":0.2717489491514608,"score_spread":0.2432941320680425,"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."}}