{"id":"W2260009905","doi":"","title":"Modelling and Mapping Regional Indoor Radon Risk in British Columbia, Canada","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radon; Geography; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000972642,0.0001554703,0.0004528423,0.00008690405,0.0007988393,0.00006813793,0.0001242988,0.0005319508,0.0001797292],"category_scores_gemma":[0.0001181357,0.0002499109,0.00003205154,0.0001726069,0.00002182221,0.0001281174,0.0000185265,0.001552148,0.00000641323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862692,"about_ca_system_score_gemma":0.005003763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986076,"about_ca_topic_score_gemma":0.9999292,"domain_scores_codex":[0.9974709,0.0004640049,0.0005677287,0.0004234905,0.0006152145,0.0004586539],"domain_scores_gemma":[0.998823,0.0001882142,0.0003868344,0.0001713575,0.0002268081,0.0002037365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271015,0.0001398447,0.6363277,0.002021268,0.0001896549,0.0001418698,0.008046976,0.001250512,0.00001544822,0.00001201416,0.316402,0.03532568],"study_design_scores_gemma":[0.006786219,0.00006737316,0.6499404,0.009014449,0.0001476383,0.00002134578,0.09149026,0.02492187,0.000002350776,0.001844898,0.2139157,0.001847515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987994,0.001387828,0.00008241986,0.00007253879,0.001278716,0.0008428014,0.00006502537,0.00003192709,0.008244741],"genre_scores_gemma":[0.9073051,0.002373063,0.0007053537,0.0006040595,0.0005401016,0.0001961048,0.000962721,0.00008578745,0.08722766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024863,"threshold_uncertainty_score":0.9999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477116805610485,"score_gpt":0.3374278623463593,"score_spread":0.2526566942902544,"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."}}