{"id":"W4319595390","doi":"10.1075/lal.41","title":"A Life with Poetry","year":2023,"lang":"en","type":"book","venue":"Linguistic approaches to literature","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Explication; Poetry; Literacy; Psychology; Psycholinguistics; Cognition; Pedagogy; Mathematics education; Cognitive science; Epistemology; Art; Literature; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002137149,0.0004872111,0.0004730699,0.0003859538,0.0001371176,0.000282949,0.0005412244,0.0005355651,0.0003384632],"category_scores_gemma":[0.001488475,0.0004008057,0.0001107898,0.0006995425,0.0001609976,0.00002411378,0.0001059536,0.001113814,0.001683299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008962655,"about_ca_system_score_gemma":0.0006545098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003744232,"about_ca_topic_score_gemma":0.000004770502,"domain_scores_codex":[0.9976508,0.00008243745,0.0003044037,0.001082584,0.0004028127,0.0004769574],"domain_scores_gemma":[0.9977775,0.0003570792,0.00017561,0.001004266,0.0001088913,0.0005766683],"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":[0.0001638826,0.0002327186,0.0001051941,0.0002639894,0.0001188335,0.000373042,0.03880153,0.00001018415,0.00000216414,0.26386,0.6949553,0.001113227],"study_design_scores_gemma":[0.0002304204,0.0002341255,0.0005386455,0.0005725948,0.00008583084,0.00007667328,0.0002964881,0.00001518631,0.000001220533,0.002668442,0.9946653,0.0006150854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001145505,0.0006439835,0.0002921043,0.00128963,0.004126941,0.0007126643,0.0003175633,0.0003897334,0.9921128],"genre_scores_gemma":[0.003232711,0.000005707167,0.0008520783,0.002854277,0.003390474,0.0001947112,0.0004373768,0.0001450585,0.9888876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.29971,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445786966826327,"score_gpt":0.3175037218053907,"score_spread":0.172925025122758,"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."}}