{"id":"W4395081293","doi":"10.1080/0163853x.2024.2337547","title":"The contributions of Walter Kintsch: Cascading cognitive science","year":2024,"lang":"en","type":"article","venue":"Discourse Processes","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Comprehension; Cognition; Cognitive science; Representation (politics); Computer science; Empirical research; Psychology; Cognitive psychology; Linguistics; Epistemology; 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":[0.004622639,0.0007499605,0.0007049758,0.002281669,0.002040608,0.004537415,0.001033084,0.00217079,0.003496818],"category_scores_gemma":[0.01759878,0.0006461993,0.0005768192,0.001448493,0.01088182,0.009526205,0.004061408,0.004939366,0.0009633129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393131,"about_ca_system_score_gemma":0.001446079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084119,"about_ca_topic_score_gemma":0.001805311,"domain_scores_codex":[0.9964386,0.001815341,0.000115378,0.0006675078,0.0007869801,0.0001762335],"domain_scores_gemma":[0.9898404,0.007846985,0.0002466499,0.0007592796,0.0008864603,0.0004202338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002547548,0.00001851344,0.0004672189,0.0001399889,0.00003183579,0.0001663285,0.002907087,0.001431137,0.0002955635,0.959762,0.01421136,0.0205435],"study_design_scores_gemma":[0.000006785321,0.000006282846,0.000159815,0.0000554414,0.000009593095,0.0001378068,0.0002598874,0.001606056,0.0002797002,0.9543362,0.04311657,0.00002582768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03695127,0.08375177,0.419543,0.2277589,0.005250973,0.0001245579,0.0002590608,0.000769738,0.2255908],"genre_scores_gemma":[0.7599898,0.02683639,0.1624958,0.01208406,0.004781398,0.0003309993,0.0001416435,0.0005675735,0.03277235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004622639,"threshold_uncertainty_score":0.02444714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773686067555068,"score_gpt":0.3887501885791417,"score_spread":0.371013327903591,"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."}}