{"id":"W2760169044","doi":"10.32396/usurj.v4i1.247","title":"Canadian Culture and Orthographic Word Forms: A Survey of Cultural Identity and Spelling Preferences","year":2017,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Spelling; American English; Linguistics; Identity (music); Lexicon; Psychology; Australian English; British English; Hostility; History; Social psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008705977,0.0003967641,0.0003506513,0.002325137,0.003629266,0.001102415,0.0007097772,0.0004300518,0.003376012],"category_scores_gemma":[0.002242979,0.000327481,0.0003875504,0.005356313,0.000947402,0.0004634208,0.0009486724,0.0006254227,0.0008289696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008645155,"about_ca_system_score_gemma":0.01511364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679435,"about_ca_topic_score_gemma":0.9885411,"domain_scores_codex":[0.9990762,0.00005276442,0.00005867263,0.00009961543,0.0004941045,0.0002185217],"domain_scores_gemma":[0.9969603,0.0001969951,0.0004393101,0.00008194141,0.00171171,0.0006096751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001189523,0.0001150425,0.9518178,0.0001083378,0.00003956823,0.0002782822,0.02353153,0.00006694932,0.00195903,0.0002026058,0.002812227,0.01894966],"study_design_scores_gemma":[0.000005298788,0.00009111092,0.9663109,0.00002780391,0.00001246034,0.0001667675,0.02739417,0.0001076763,0.0003641791,0.00003030991,0.005447382,0.00004184902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960288,0.0001542822,0.00004301928,0.0001314708,0.000005245146,0.00003040516,0.001479936,0.000004588268,0.00212244],"genre_scores_gemma":[0.9923074,0.0006937033,0.0003352834,0.0001438654,0.000005203142,0.00003101463,0.002142943,0.000007948286,0.004332594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03205645,"threshold_uncertainty_score":0.06449044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09084713599845212,"score_gpt":0.3548507795334949,"score_spread":0.2640036435350427,"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."}}