{"id":"W4234102635","doi":"10.17118/11143/16776","title":"Circula : revue d'idéologies linguistiques. Numéro 10 (automne 2019), Numéro libre","year":2019,"lang":"fr","type":"paratext","venue":"Circula","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001160831,0.001568525,0.002625152,0.0001729594,0.002360768,0.0006575168,0.00228981,0.002769132,0.01824299],"category_scores_gemma":[0.005024855,0.001517245,0.001355128,0.001025088,0.003174059,0.0003060749,0.0008147549,0.001931651,0.07131799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929319,"about_ca_system_score_gemma":0.001666238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005795756,"about_ca_topic_score_gemma":0.0002881197,"domain_scores_codex":[0.9918628,0.001024097,0.001559737,0.00215034,0.001105158,0.002297875],"domain_scores_gemma":[0.9938131,0.001313492,0.001245135,0.001304851,0.001727493,0.0005959283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002780707,0.0001837918,0.001979208,0.0009790065,0.0008469272,0.0001582306,0.03146816,0.0002097831,0.00003586626,0.03704133,0.9235107,0.003559251],"study_design_scores_gemma":[0.0005865001,0.0001639579,0.001204829,0.001242587,0.0003370958,0.00002353396,0.01089808,0.0001031754,0.00002003377,0.004748353,0.978651,0.002020789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004785273,0.07137045,0.0001519571,0.004306674,0.07267429,0.0016352,0.0005798775,0.0005577017,0.8439386],"genre_scores_gemma":[0.1795702,0.01757465,0.0002764367,0.0007590126,0.03287378,0.0001239834,0.0006941901,0.0001776241,0.7679501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1747849,"threshold_uncertainty_score":0.9997063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797834750080524,"score_gpt":0.3133450241297406,"score_spread":0.2753666766289354,"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."}}