{"id":"W1999219849","doi":"10.1075/etc.3.2.02bor","title":"Illusions of simplicity","year":2010,"lang":"en","type":"article","venue":"English Text Construction","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poetry; Materiality (auditing); Simplicity; Illusion; Comics; Cognition; Cognitive science; Linguistics; Style (visual arts); Computer science; Optical illusion; Psychology; Aesthetics; Art; Cognitive psychology; Epistemology; Philosophy; Literature; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001612417,0.0003408611,0.0002010105,0.001450264,0.003401783,0.004932354,0.0004995186,0.001358426,0.005177657],"category_scores_gemma":[0.008071775,0.0001715661,0.0002922489,0.0006162505,0.03195065,0.006508301,0.003032974,0.002164562,0.000671825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385532,"about_ca_system_score_gemma":0.0006506183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218731,"about_ca_topic_score_gemma":0.001928717,"domain_scores_codex":[0.9984113,0.000848757,0.00004646329,0.0002018314,0.0003391171,0.0001525425],"domain_scores_gemma":[0.9972017,0.001438457,0.0002738892,0.0005259087,0.0003648554,0.0001952724],"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":[0.00001498223,0.000002898489,0.0001676497,0.00002415202,0.000002723746,0.00006507409,0.01253605,0.00009770678,0.0002746421,0.9809119,0.002543011,0.003359155],"study_design_scores_gemma":[0.0000187344,0.00002571824,0.0009496068,0.00007303813,0.000008807321,0.0004126605,0.008271176,0.0007594739,0.0003747262,0.8295572,0.1595292,0.00001967119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09944868,0.003721756,0.02037052,0.02068487,0.0006103769,0.00002681188,0.000101011,0.0001612044,0.8548749],"genre_scores_gemma":[0.985498,0.0004532049,0.001618004,0.0006226093,0.0001350839,0.00001224287,0.00002059875,0.0000397038,0.01160054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005177657,"threshold_uncertainty_score":0.01732093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009397967425416586,"score_gpt":0.2627442698536038,"score_spread":0.2533463024281872,"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."}}