{"id":"W4311624222","doi":"10.5206/mf.v7i2.15575","title":"Une francophonie palimpseste","year":2022,"lang":"fr","type":"article","venue":"Mouvances Francophones","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004347318,0.0004891806,0.000671699,0.0002223888,0.004424958,0.0003622033,0.0005989592,0.0000818253,0.1003865],"category_scores_gemma":[0.00006600316,0.00051808,0.0004990128,0.0005361664,0.0007352378,0.0002276212,0.0003077391,0.0007424926,0.001621724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529676,"about_ca_system_score_gemma":0.0001864177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04755837,"about_ca_topic_score_gemma":0.007764726,"domain_scores_codex":[0.9968278,0.0001976205,0.0006836962,0.0006693649,0.0008167179,0.0008047798],"domain_scores_gemma":[0.9982249,0.0003797978,0.0003554861,0.0006379173,0.0001986797,0.0002032504],"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":[0.0003261847,0.001959827,0.001943532,0.0006471113,0.001628587,0.001007013,0.04418744,0.0539309,0.0001010954,0.4450541,0.3501931,0.09902113],"study_design_scores_gemma":[0.0007784351,0.0002372172,0.000263237,0.00004882073,0.0003420102,0.00001358778,0.02651628,0.003143958,0.00004623163,0.008333708,0.9596125,0.0006639485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01868587,0.4913139,0.0004956035,0.01459027,0.1348837,0.0005455891,0.002902383,0.0002480954,0.3363346],"genre_scores_gemma":[0.6970211,0.006923782,0.0001689889,0.001318869,0.01413018,0.0002056168,0.00008710415,0.0001014532,0.280043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6783352,"threshold_uncertainty_score":0.9997271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704018222036293,"score_gpt":0.2467398020254931,"score_spread":0.2296996198051302,"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."}}