{"id":"W130606421","doi":"","title":"Underwater detectibility of a lighting system on a helicopter escape exit.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Turbidity; Underwater; Environmental science; Optics; Remote sensing; Physics; Geology; Oceanography","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":[0.000732196,0.0001339685,0.0001756075,0.00006065526,0.00009167261,0.0000136551,0.0001563398,0.00006780517,0.0001863834],"category_scores_gemma":[0.00002437295,0.0001044493,0.00006762827,0.0001591385,0.00009659142,0.0001328044,0.00008382439,0.0001058454,0.0003427351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732519,"about_ca_system_score_gemma":0.000005307224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002573532,"about_ca_topic_score_gemma":0.00007403519,"domain_scores_codex":[0.9985146,0.00005481182,0.0002697358,0.0002820484,0.0003469356,0.0005318524],"domain_scores_gemma":[0.9993581,0.00003197726,0.0001084008,0.0003028738,0.000002019719,0.00019661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000793401,0.002208082,0.7460087,0.0006963747,0.0001169812,0.00006068211,0.003929161,0.00331223,0.01453925,0.001279535,0.0005695128,0.2264861],"study_design_scores_gemma":[0.0005948755,0.00007108204,0.9530224,0.000021245,0.000009967712,0.000005883321,0.00008716415,0.00001359424,0.04488113,0.0002159108,0.0009367884,0.0001399273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685469,0.00001169259,0.0001938643,0.000572802,0.0001000102,0.000553303,0.000002202078,0.00005456881,0.02996471],"genre_scores_gemma":[0.9990622,0.000006150501,0.0002540488,0.0002459367,0.00004557824,0.0001451163,8.711166e-7,0.00001418819,0.0002259594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263462,"threshold_uncertainty_score":0.440528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975686432368715,"score_gpt":0.2071796457164847,"score_spread":0.1874227813927976,"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."}}