{"id":"W7066969192","doi":"","title":"Language and Identity: Perceptions and Ideologies of Calabrese in Toronto","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Language ideology; Multilingualism; Identity (music); Variety (cybernetics); Perception; Documentation; Speech community","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":[0.00003226828,0.0001551968,0.0002520977,0.0005964111,0.00007104266,0.00008689309,0.0002879517,0.0001481126,0.002639368],"category_scores_gemma":[0.0000139656,0.0001759641,0.00006925258,0.0006144025,0.000222245,0.001966422,0.0001116087,0.00009836956,0.00004880227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188905,"about_ca_system_score_gemma":0.00004473381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0104772,"about_ca_topic_score_gemma":0.08776417,"domain_scores_codex":[0.999243,0.0000584831,0.00008593692,0.000284346,0.0001631003,0.0001651682],"domain_scores_gemma":[0.9995629,0.00008621446,0.00009783203,0.0001377887,0.000007395983,0.0001078432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006997708,0.00002970691,0.9541616,0.0000932184,0.0001577433,0.0002366316,0.0007984164,0.00001904826,0.000002849485,0.00142439,0.03476928,0.008237166],"study_design_scores_gemma":[0.001378238,0.0001564293,0.5787792,0.0004667874,0.0002507597,0.000004220405,0.1170172,0.0001683713,0.00000275774,0.000238989,0.3006542,0.0008827543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07802823,0.001429454,0.00002811446,0.00008398965,0.00007855849,0.0001621329,0.001992029,0.0003963786,0.9178011],"genre_scores_gemma":[0.3394599,0.002485647,0.0002420144,0.00001644764,0.00003976062,1.613042e-8,0.0004927328,0.00004107144,0.6572224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3753823,"threshold_uncertainty_score":0.9982724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178714726271186,"score_gpt":0.185537681543376,"score_spread":0.1737505342806641,"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."}}