{"id":"W1572345516","doi":"","title":"Canadian EFL Teachers' and The Canadian General Public's Preferences for Spelling Words with Variants","year":2007,"lang":"en","type":"article","venue":"영어교육연구","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spelling; Spell; Preference; Psychology; Population; Social psychology; Linguistics; Mathematics education; Sociology; Demography; Mathematics","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":[0.001764021,0.0001894521,0.0002613482,0.001825903,0.004363904,0.002033014,0.0004691952,0.0005244826,0.005911733],"category_scores_gemma":[0.006577911,0.0001730115,0.0002814807,0.002379125,0.001775935,0.0006450352,0.0007566775,0.0006455576,0.0004174522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009285104,"about_ca_system_score_gemma":0.009571944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9468241,"about_ca_topic_score_gemma":0.9750977,"domain_scores_codex":[0.9978808,0.0001792802,0.00009557543,0.0001401863,0.001049893,0.0006542585],"domain_scores_gemma":[0.9939605,0.001022261,0.001106812,0.0001398307,0.002527303,0.001243392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273998,0.0001011635,0.7305439,0.0001808249,0.00003690646,0.0008725459,0.2063506,0.0001168026,0.001951515,0.001107273,0.007320903,0.05109017],"study_design_scores_gemma":[0.00001242138,0.00006771049,0.7710816,0.0001149421,0.00001914613,0.0002966277,0.2170113,0.00009590892,0.0001825573,0.00009968281,0.01096958,0.00004862862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881186,0.0002972575,0.00004344242,0.0006995375,0.00001339256,0.00001143742,0.0002129249,0.00000636627,0.0105971],"genre_scores_gemma":[0.9957411,0.000390352,0.00006322292,0.0002152873,0.000006495653,0.000005966001,0.0001432798,0.000004094547,0.003430171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05317587,"threshold_uncertainty_score":0.106978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253711095958375,"score_gpt":0.2158595585965222,"score_spread":0.1833224476369384,"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."}}