{"id":"W122977448","doi":"","title":"Evaluation of the new Lighthouse Letter Contrast Sensitivity Test","year":2005,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Contrast (vision); Sensitivity (control systems); Test (biology); Optometry; Computer science; Medicine; Artificial intelligence; Engineering; Geology","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":[0.002451817,0.0004924712,0.0005283724,0.001248944,0.0003309427,0.0008098503,0.0006430307,0.00102217,0.005046001],"category_scores_gemma":[0.01518752,0.0002823618,0.000523054,0.0003446412,0.0005562612,0.001621385,0.0009643845,0.0006573021,0.0009825615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008709059,"about_ca_system_score_gemma":0.0005725889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202437,"about_ca_topic_score_gemma":0.001885329,"domain_scores_codex":[0.9966852,0.001034435,0.0002461797,0.0004526413,0.001405733,0.0001758375],"domain_scores_gemma":[0.9899955,0.005361608,0.0006725596,0.0005780412,0.002716773,0.0006754869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04036366,0.005318767,0.321688,0.0007474027,0.0005563104,0.006808888,0.001418961,0.002283768,0.2342761,0.002900154,0.008572374,0.3750656],"study_design_scores_gemma":[0.001649416,0.03689249,0.6815193,0.0001942797,0.0008401409,0.04000967,0.0009502909,0.02023816,0.1890046,0.001846983,0.02656005,0.0002946322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762341,0.002039187,0.004700482,0.0005193125,0.0004019616,0.0002114035,0.0003854717,0.0001917039,0.01531624],"genre_scores_gemma":[0.9914687,0.0004437347,0.003073775,0.0003193931,0.0001392496,0.00004551211,0.0002808331,0.00005300823,0.004175889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005046001,"threshold_uncertainty_score":0.01688057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038915197802068,"score_gpt":0.2976165264957092,"score_spread":0.2572273745176885,"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."}}