{"id":"W7020145490","doi":"","title":"Language and Racial Attitudes toward French\\nVarieties in a Second Language Learning\\nContext","year":2022,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Educational and Organizational Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociolinguistics; Social representation; Perspective (graphical); Speech communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001508904,0.000127498,0.0001291068,0.003680545,0.0002839254,0.00009302711,0.0001929928,0.00003120611,0.001254958],"category_scores_gemma":[0.00005821639,0.0001449256,0.0000304644,0.003212495,0.00003793588,0.000516981,0.0004432333,0.0002136177,0.00003060524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295032,"about_ca_system_score_gemma":0.0001684166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0284477,"about_ca_topic_score_gemma":0.01633011,"domain_scores_codex":[0.999226,0.00002979693,0.0001099458,0.000252307,0.0002028035,0.0001792023],"domain_scores_gemma":[0.9997339,0.00003939,0.00008399454,0.00007481968,0.00005678628,0.00001115672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003111479,0.001195011,0.6653025,0.0008468208,0.0002349962,0.0009286675,0.2368422,0.0003850637,0.000223095,0.0623934,0.004900344,0.02643672],"study_design_scores_gemma":[0.0005643255,0.00001484555,0.06224667,0.00001201109,0.00001533455,0.000003675576,0.01662084,0.00006923435,0.00002144585,0.000006298653,0.9202164,0.0002088458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580297,0.00001440737,0.00002165323,0.0004127144,0.0001586551,0.0001970457,0.000009546948,0.00008203008,0.1410742],"genre_scores_gemma":[0.9978529,0.0004211159,0.00012559,0.000531466,0.0001872736,0.000005419758,0.0001165419,0.00001583246,0.0007439027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9153161,"threshold_uncertainty_score":0.999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120047736551372,"score_gpt":0.2067644519512846,"score_spread":0.1947596782961474,"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."}}