{"id":"W7019069748","doi":"","title":"Eye movement measures of \"invented idiom\" processing reflect frequency, meaning dominance, and compositionality during training","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Literal and figurative language; Repetition (rhetorical device); Comprehension; Meaning (existential); Reading (process); Eye movement; Reading comprehension; Eye tracking","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":[0.0003459034,0.0002905005,0.0001913662,0.0002059424,0.000148317,0.0002967423,0.000151217,0.0002597371,0.002056401],"category_scores_gemma":[0.001732165,0.0001509194,0.0001203615,0.0001439438,0.0002272643,0.0003183484,0.0002818013,0.0005063704,0.0001637299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490643,"about_ca_system_score_gemma":0.0001227042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006612496,"about_ca_topic_score_gemma":0.001450707,"domain_scores_codex":[0.999831,0.00003564632,0.00001544184,0.00005292593,0.00004339852,0.00002152775],"domain_scores_gemma":[0.999213,0.0003930171,0.0002025001,0.00006486437,0.00009252354,0.00003408929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005548666,0.0002753054,0.02354218,0.0001616197,0.00002879176,0.00006148415,0.002198437,0.0001303236,0.9471191,0.0002404918,0.0001431504,0.02554432],"study_design_scores_gemma":[0.0000496797,0.001959231,0.8370371,0.00001951707,0.00004782081,0.0002433463,0.00136389,0.001162619,0.1565807,0.0003702854,0.00114412,0.00002166497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971015,0.00005302084,0.001733706,0.0000141831,0.000003010408,0.00003399955,0.00006287236,0.00001965303,0.0009780553],"genre_scores_gemma":[0.9962571,0.00008214719,0.002439901,0.0000179419,0.000002342567,0.0001068574,0.0001062198,0.00001061899,0.000976792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002056401,"threshold_uncertainty_score":0.00687933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047750475625401,"score_gpt":0.3162729869331242,"score_spread":0.2685225113077232,"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."}}