{"id":"W2972514202","doi":"10.2351/1.5118534","title":"Laser decommissioning and practical laser training","year":2019,"lang":"en","type":"article","venue":"International Laser Safety Conference","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Laser; Nuclear decommissioning; Laser safety; Polarizer; Session (web analytics); Computer science; Optics; Engineering; Physics","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":[0.001417099,0.000803064,0.0003956427,0.001261909,0.00258174,0.00143453,0.001731385,0.001672178,0.09051974],"category_scores_gemma":[0.004242487,0.0002169396,0.000687459,0.0004330971,0.001224548,0.001901111,0.003296098,0.002434208,0.01778181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169534,"about_ca_system_score_gemma":0.002315694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021936,"about_ca_topic_score_gemma":0.001590546,"domain_scores_codex":[0.9983603,0.0002673876,0.00009415577,0.0002217153,0.0007506605,0.0003057713],"domain_scores_gemma":[0.997596,0.000444458,0.0002171488,0.0004466448,0.000616829,0.0006789635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002326485,0.001355376,0.002102132,0.0007327228,0.000009810844,0.003311937,0.003518204,0.001124797,0.02771406,0.01239935,0.07989746,0.8676015],"study_design_scores_gemma":[0.00006749354,0.002385137,0.01084712,0.0006263746,0.00001983432,0.01896441,0.006980244,0.002115123,0.02977481,0.01547076,0.9126297,0.0001191424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2922368,0.009943347,0.1853275,0.02970362,0.007665812,0.002860225,0.0006367834,0.01244863,0.4591773],"genre_scores_gemma":[0.5110752,0.005137119,0.08192451,0.005842785,0.001566062,0.0008157666,0.000749291,0.001239617,0.3916496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09051974,"threshold_uncertainty_score":0.3028187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578328804553082,"score_gpt":0.3721587828780045,"score_spread":0.3143259024226963,"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."}}