{"id":"W6929892656","doi":"10.5281/zenodo.10406433","title":"VARIANTS AND DIALECTS OF MODERN ENGLISH: CANADIAN, AUSTRALIAN AND INDIAN VARIANTS","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Multiculturalism; Grammar; Identity (music); Diversity (politics); Cultural diversity; Vowel","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006062268,0.0002994302,0.0001865576,0.001987627,0.004912944,0.002818477,0.0004513681,0.0003588474,0.001891671],"category_scores_gemma":[0.001337699,0.0001233917,0.0001433037,0.0028984,0.005053814,0.0009412568,0.001367795,0.0009737436,0.0001927105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064222,"about_ca_system_score_gemma":0.008939243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8398831,"about_ca_topic_score_gemma":0.9103013,"domain_scores_codex":[0.9993869,0.00007011073,0.00002626812,0.00006257295,0.0002813675,0.0001727494],"domain_scores_gemma":[0.9994133,0.00008850527,0.00006341736,0.0000253327,0.0002809869,0.0001286114],"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":[0.0002042065,0.00002408274,0.03835043,0.0003711679,0.0000283117,0.001783518,0.679953,0.0001681751,0.004957796,0.1506607,0.011324,0.1121746],"study_design_scores_gemma":[0.00001064624,0.00006605064,0.287724,0.0005287819,0.00006724952,0.004517409,0.3157979,0.0002828671,0.00103493,0.007216885,0.3826165,0.0001367514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7410617,0.02115896,0.001322229,0.004240875,0.0003740043,0.00005992961,0.0005880211,0.00006420244,0.23113],"genre_scores_gemma":[0.9817425,0.006436738,0.0008417211,0.0003325105,0.00005681596,0.00001601416,0.0001751407,0.00003484014,0.01036378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1601169,"threshold_uncertainty_score":0.3221197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708307516577143,"score_gpt":0.2904215159475724,"score_spread":0.2195907642898581,"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."}}