{"id":"W3196886822","doi":"10.1007/978-3-030-80811-2_2","title":"Act I: The Genesis of Blindness","year":2021,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Blindness; Optometry; Medicine","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":[0.0006378724,0.0003091656,0.001098744,0.0000521751,0.0001915241,0.000008482675,0.000182501,0.0003210464,0.0008151564],"category_scores_gemma":[0.0004084463,0.0001887065,0.0003677242,0.00008359364,0.001762143,0.00004771654,0.0003632137,0.0006752381,0.00003668039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269954,"about_ca_system_score_gemma":0.000242852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002476226,"about_ca_topic_score_gemma":0.000008381967,"domain_scores_codex":[0.9979715,0.0001456675,0.0006403614,0.0005001314,0.0004443509,0.000298033],"domain_scores_gemma":[0.9969537,0.001365862,0.0001554419,0.0009568742,0.0004613404,0.000106804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005174943,0.003217417,0.6506725,0.05253151,0.008485202,0.0008173293,0.02483342,5.563747e-7,0.00004253543,0.06598345,0.01353046,0.1747107],"study_design_scores_gemma":[0.00293945,0.00469794,0.6381811,0.008479116,0.002117892,0.0006451198,0.006516587,0.00001481509,0.0002862511,0.05740643,0.2774253,0.001290038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.524373,0.2437382,8.147865e-7,0.01019193,0.0009521411,0.001999338,0.0002810134,0.00006685675,0.2183968],"genre_scores_gemma":[0.4128284,0.008664154,0.00008128867,0.000681054,0.0007542482,0.0000911275,0.0001503201,0.00006135512,0.576688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3582912,"threshold_uncertainty_score":0.8925391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695075382875677,"score_gpt":0.5070627976745042,"score_spread":0.2375552593869365,"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."}}