{"id":"W4293240198","doi":"10.47339/ephj.2022.215","title":"Radon awareness in Metro Vancouver","year":2022,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radon; Radon gas; Immigration; Government (linguistics); Population; Lung cancer; Environmental health; Medicine; Geography; Archaeology; Oncology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006696035,0.0002151194,0.0004247745,0.0004516659,0.004001589,0.00002318992,0.0004325901,0.0000995343,0.008833165],"category_scores_gemma":[0.00007544951,0.0002110885,0.0001132598,0.0003608397,0.00006219621,0.0005596502,0.000286391,0.002937907,0.0001241632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006831165,"about_ca_system_score_gemma":0.001482691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003758037,"about_ca_topic_score_gemma":0.001024688,"domain_scores_codex":[0.9926118,0.003442237,0.001002587,0.0003495917,0.001283448,0.001310349],"domain_scores_gemma":[0.9981924,0.0001733417,0.0006284784,0.0002932107,0.000009508187,0.000703022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009455135,0.001008498,0.8974668,0.00006775944,0.00004562393,0.0000821543,0.002548877,0.0003401768,0.0001431804,0.000048502,0.07586194,0.02229189],"study_design_scores_gemma":[0.003568393,0.0002749476,0.352999,0.00003608764,0.000005060954,0.00003104758,0.02589214,0.0002179922,0.000003948368,0.0001625974,0.6165433,0.0002655109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810305,0.0008826348,0.0008986968,0.009779679,0.004959035,0.0008492052,0.00008020116,0.00004525281,0.00147476],"genre_scores_gemma":[0.990253,0.000343624,0.0002126635,0.007655856,0.0003833906,0.0001319,0.00002476211,0.0000434657,0.0009512791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5444679,"threshold_uncertainty_score":0.9993623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385076816895877,"score_gpt":0.3906078794130913,"score_spread":0.2521001977235036,"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."}}