{"id":"W1982728569","doi":"10.1075/wll.4.1.05oli","title":"Phat Lines","year":2001,"lang":"en","type":"article","venue":"Written Language & Literacy","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Spelling; Arbitrariness; Lyrics; Linguistics; Orthography; Grammar; Phonology; Relation (database); Computer science; Literature; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006385168,0.0005486612,0.0002942802,0.001132797,0.002249331,0.003985212,0.000731708,0.001152249,0.4817672],"category_scores_gemma":[0.002121256,0.0003040771,0.0003526813,0.001582028,0.0007327771,0.003044127,0.002172104,0.001537539,0.2748119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007579904,"about_ca_system_score_gemma":0.0009166578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122114,"about_ca_topic_score_gemma":0.003564832,"domain_scores_codex":[0.9993472,0.0001275205,0.00004514309,0.0001573645,0.0002154973,0.0001073354],"domain_scores_gemma":[0.9992513,0.0001266583,0.00006331898,0.0002117797,0.0002568658,0.00009003356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001774283,0.00006023863,0.00145611,0.0003857091,0.00001325801,0.000762022,0.003758511,0.0001343594,0.002752227,0.1825316,0.5221963,0.2857724],"study_design_scores_gemma":[0.000003383016,0.000008460079,0.0003145191,0.00003395397,0.000001416496,0.0001438716,0.0003285493,0.00002672788,0.000284218,0.001730276,0.997121,0.000003660757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002492924,0.0003405408,0.005292234,0.001130961,0.001389006,0.0001181875,0.002297539,0.001221453,0.9857172],"genre_scores_gemma":[0.02881189,0.0005220859,0.004981584,0.00111022,0.0003135234,0.0001284041,0.003305362,0.001456778,0.9593703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4817672,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608892605821611,"score_gpt":0.4697634216451269,"score_spread":0.4336744955869107,"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."}}