{"id":"W3081021922","doi":"","title":"Critical Evaluation of Radon Detector Library Lending Programs in Canada","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radon; Detector; Remote sensing; Computer science; Environmental science; Political science; Geography; Physics; Nuclear physics; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0003268203,0.0001122945,0.0002223242,0.0001478232,0.0001850049,0.000004660038,0.0002206461,0.0001112654,0.0005346241],"category_scores_gemma":[0.0002658114,0.0001237332,0.00004348725,0.0007239163,0.00004427705,0.0005157585,0.00007631982,0.0004525121,0.00001502844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007044284,"about_ca_system_score_gemma":0.002549049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1510911,"about_ca_topic_score_gemma":0.9424486,"domain_scores_codex":[0.9977493,0.0008821588,0.0002316183,0.0002490315,0.0005596422,0.0003282913],"domain_scores_gemma":[0.9992103,0.0002229841,0.00009967625,0.0001471751,0.000114739,0.000205149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000147119,0.00005029932,0.9903588,0.0001751112,0.00002021331,0.00004367067,0.000120179,0.00006924471,0.00004546584,0.0002059276,0.00368284,0.005081093],"study_design_scores_gemma":[0.01626721,0.0006575349,0.3424852,0.001922971,0.0006788337,1.254288e-8,0.3636301,0.02527468,0.007988995,0.0003426266,0.2392558,0.001496168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913447,0.00007279278,0.00007946327,0.001650946,0.0003174422,0.000587031,0.00002387155,0.00004318268,0.005880495],"genre_scores_gemma":[0.9994072,0.00001951365,0.0001162816,0.0002661599,0.00006958874,0.000002545473,0.00001652857,0.00001420454,0.00008803279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7913575,"threshold_uncertainty_score":0.8545619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220074047632982,"score_gpt":0.3150398021344143,"score_spread":0.1930323973711161,"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."}}