{"id":"W2540509774","doi":"10.1075/bct.47.10baa","title":"Demythologizing the word frequency effect","year":2012,"lang":"en","type":"book-chapter","venue":"Benjamins current topics","topic":"Reading and Literacy Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Word (group theory); Linguistics; Psychology; Computer science; History; 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":[0.002157066,0.0006212501,0.0004771752,0.001529849,0.0003005794,0.001292899,0.001187128,0.0009783859,0.01144323],"category_scores_gemma":[0.01741899,0.0002171851,0.0005318127,0.0008051816,0.001857008,0.003854799,0.001646133,0.001802629,0.0009594749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004778438,"about_ca_system_score_gemma":0.0004529083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009821679,"about_ca_topic_score_gemma":0.0008005163,"domain_scores_codex":[0.9987361,0.0003263082,0.00006408829,0.0004753097,0.0003503361,0.00004789872],"domain_scores_gemma":[0.9845157,0.01286124,0.0007900358,0.001348043,0.0003584357,0.0001265525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008238773,0.0003357824,0.05108248,0.0005528256,0.000144502,0.00044327,0.002909696,0.003667029,0.02889168,0.5221561,0.002959274,0.3860336],"study_design_scores_gemma":[0.0001468008,0.0007819588,0.143445,0.0002005962,0.000245066,0.002084325,0.0007761052,0.02729432,0.0157929,0.7725559,0.03653982,0.0001372875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4999404,0.004973112,0.3716286,0.005379093,0.00115186,0.000215921,0.0007688903,0.0007886101,0.1151535],"genre_scores_gemma":[0.9468495,0.001991839,0.03695371,0.001823062,0.0007712306,0.0002016125,0.0004795899,0.0003453467,0.01058408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144323,"threshold_uncertainty_score":0.03828138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091653935648297,"score_gpt":0.3290597666041672,"score_spread":0.2781432272476842,"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."}}