{"id":"W2059507416","doi":"10.1097/jom.0000000000000014","title":"Obfuscation Does Not Provide Comfort","year":2013,"lang":"en","type":"letter","venue":"Journal of Occupational and Environmental Medicine","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Government of New Brunswick","funders":"","keywords":"Hydraulic fracturing; Oil shale; Drilling; Dozen; Geology; Petroleum engineering; Mining engineering; Environmental science; Engineering; Waste management","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":[0.03805548,0.001506259,0.00146187,0.002200213,0.00378884,0.008412831,0.003718838,0.01019939,0.03699506],"category_scores_gemma":[0.2194851,0.0006498914,0.001327479,0.001668558,0.01623195,0.01757246,0.008547696,0.02214414,0.02415169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984822,"about_ca_system_score_gemma":0.004338417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412718,"about_ca_topic_score_gemma":0.001860884,"domain_scores_codex":[0.9654007,0.01441918,0.003667086,0.004400876,0.01034052,0.00177174],"domain_scores_gemma":[0.8653132,0.06263318,0.008079531,0.03753505,0.0235599,0.002879228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002297571,0.00007709018,0.001277747,0.000488171,0.00007757338,0.000456314,0.003777452,0.0001626711,0.000272674,0.1979068,0.7159453,0.07932846],"study_design_scores_gemma":[0.00002669076,0.00005158674,0.0002835128,0.0008496921,0.0000322039,0.0003813372,0.0009400391,0.0001509681,0.0003620828,0.05568746,0.9412019,0.00003255751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004309956,0.01320121,0.01599466,0.6919569,0.1922989,0.0001587294,0.001053238,0.001155547,0.07987072],"genre_scores_gemma":[0.06034296,0.007818273,0.0122066,0.7718365,0.08896302,0.0004257157,0.0008091661,0.001095904,0.05650186],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03805548,"threshold_uncertainty_score":0.201259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162597654610576,"score_gpt":0.2247163440667171,"score_spread":0.2130903675206113,"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."}}