{"id":"W1497898651","doi":"10.1097/00006324-200310000-00012","title":"Durability of Coated CR-39 Industrial Lenses","year":2003,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Abrasion (mechanical); Materials science; Corneal abrasion; Durability; Composite material; Coating; Scratch; Lens (geology); Optics","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":[0.000505235,0.0005056797,0.0003229142,0.0004130638,0.0002819512,0.0004373813,0.0003636414,0.0003853435,0.002050796],"category_scores_gemma":[0.001774392,0.00024878,0.0004121314,0.0002579649,0.0002465321,0.000398632,0.0003041968,0.0003191601,0.0002838165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004288297,"about_ca_system_score_gemma":0.0002619155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439131,"about_ca_topic_score_gemma":0.003546856,"domain_scores_codex":[0.9992149,0.00006925372,0.0000758063,0.0001517044,0.0003789347,0.0001094517],"domain_scores_gemma":[0.9984038,0.0002729792,0.0004530998,0.0001859043,0.000553489,0.0001307684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009501067,0.0001111996,0.008071375,0.0002896356,0.0000753424,0.0001084602,0.0001449764,0.0002325905,0.9797963,0.0000353855,0.0000780187,0.01010673],"study_design_scores_gemma":[0.00004221378,0.006665989,0.1252146,0.00004357124,0.0002235178,0.000837828,0.0003351785,0.001086307,0.8630373,0.00003627143,0.002439035,0.00003814406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970487,0.001635271,0.0004825733,0.0000137069,0.00001134831,0.00002500361,0.00007895461,0.0000250725,0.000679457],"genre_scores_gemma":[0.9972106,0.0005515371,0.001231776,0.00001983949,0.00000463889,0.00001351056,0.0001562635,0.00001662764,0.0007952642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004439131,"threshold_uncertainty_score":0.008826613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456453635129774,"score_gpt":0.4202425506114767,"score_spread":0.3745971870984993,"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."}}