{"id":"W2006635622","doi":"10.1558/sols.v6i2.243","title":"Language and globalized discourse","year":2005,"lang":"en","type":"article","venue":"Sociolinguistic Studies","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"French; Tourism; Value (mathematics); Sociology; Linguistics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000340037,0.0000743674,0.000133255,0.0000255743,0.0005228797,0.00002642314,0.00007208937,0.00003908795,0.0001079342],"category_scores_gemma":[0.004635766,0.00006569357,0.00003110628,0.00006971905,0.0004905717,0.00002360155,0.0000224016,0.00006073624,0.00006218255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008331027,"about_ca_system_score_gemma":0.000111701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013764,"about_ca_topic_score_gemma":0.001121272,"domain_scores_codex":[0.9993331,0.00008033463,0.0001143678,0.0001240576,0.0001349504,0.0002131997],"domain_scores_gemma":[0.9994334,0.0002508144,0.000043456,0.00007573498,0.0001086829,0.00008790923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000034901,0.00002511188,0.001087088,0.00001084852,0.00004272115,0.000001683062,0.8104268,5.800897e-7,0.000004376507,0.1600424,0.005579002,0.0227759],"study_design_scores_gemma":[0.0003062043,0.000007750562,0.001471087,0.00002252096,0.00003717882,5.727831e-7,0.4843399,0.00001394574,0.00001017745,0.002579577,0.5110573,0.0001538735],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6258296,0.01913792,0.000009115206,0.01367797,0.001641537,0.000216283,0.00001308017,0.0001773535,0.3392971],"genre_scores_gemma":[0.9847883,0.001004212,0.0006264235,0.0008437569,0.002772959,0.000009430227,0.000001266477,0.000005469006,0.009948185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5054782,"threshold_uncertainty_score":0.554978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029876351904333,"score_gpt":0.5599208281190531,"score_spread":0.4569331929286198,"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."}}