{"id":"W4403600297","doi":"10.3828/jlcds.2024.28","title":"“i write unbalanced poetry”","year":2024,"lang":"en","type":"article","venue":"Journal of Literary & Cultural Disability Studies","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Poetry; Computer science; Literature; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0006370629,0.0002461512,0.0005169988,0.00007655223,0.0001128894,0.0001849914,0.000232916,0.00006985413,0.0003289401],"category_scores_gemma":[0.0001934428,0.0001449238,0.0003454411,0.0003563665,0.000281875,0.000692496,0.00007194716,0.0004216018,0.0001382026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227043,"about_ca_system_score_gemma":0.00002660855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000624651,"about_ca_topic_score_gemma":0.000001371707,"domain_scores_codex":[0.9979378,0.0001973233,0.0009346235,0.0003004929,0.0003215599,0.0003081774],"domain_scores_gemma":[0.99878,0.0004145456,0.0001686744,0.0002260514,0.0002955352,0.0001151784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005484871,0.0006977604,0.1641952,0.000886347,0.004362198,0.0007244127,0.3545357,0.00000587387,0.0009199941,0.009908462,0.2757125,0.1875031],"study_design_scores_gemma":[0.0008501193,0.0005368158,0.4016775,0.001510067,0.0001972579,0.0009770363,0.02567044,0.00001309391,0.0001129683,0.008022216,0.5599006,0.0005318435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183726,0.06771009,0.000009801901,0.005019462,0.004426796,0.0001147333,0.00002083702,0.00007313391,0.004252592],"genre_scores_gemma":[0.9899127,0.0004824869,0.0006121089,0.000333549,0.0009288711,0.00001112001,0.000006716578,0.00001484421,0.00769756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3288653,"threshold_uncertainty_score":0.5909823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06151416864639718,"score_gpt":0.4163764412525759,"score_spread":0.3548622726061788,"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."}}