{"id":"W1648243993","doi":"","title":"Radon, health and natural hazards and IGCP Project 571","year":2010,"lang":"en","type":"article","venue":"European geosciences union general assembly","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Radon; Czech; Natural (archaeology); Environmental protection; Geography; Environmental planning; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004028015,0.000220898,0.0002602327,0.0001998743,0.001977713,0.00008451601,0.0002929483,0.00007127043,0.00001733341],"category_scores_gemma":[0.0002335344,0.0001630124,0.00003626299,0.0003832341,0.0002945493,0.0004299109,0.0002103336,0.0009346034,0.00003931268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004147723,"about_ca_system_score_gemma":0.0005499649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100642,"about_ca_topic_score_gemma":0.0006371521,"domain_scores_codex":[0.9959906,0.001871107,0.0004043776,0.0005791662,0.0004748462,0.0006799515],"domain_scores_gemma":[0.9988883,0.0000962502,0.0002634441,0.0002864914,0.0001015604,0.0003639964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001510165,0.0003636827,0.2020454,0.0005292769,0.00006500984,0.00006045345,0.01996156,0.000006419651,0.2305175,0.007212308,0.06877331,0.4703141],"study_design_scores_gemma":[0.001603074,0.0004892069,0.6872104,0.0001580345,0.00001272092,0.0000654395,0.002075621,0.002717581,0.0001958633,0.00009780334,0.304813,0.0005613216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844978,0.0005650746,0.000150027,0.004218977,0.002974037,0.0005578271,0.00001094985,0.0001207289,0.006904539],"genre_scores_gemma":[0.9874434,0.0004118584,0.002711815,0.002926742,0.0007571661,0.00001015515,0.00001243992,0.00002715266,0.005699269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.485165,"threshold_uncertainty_score":0.9993216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438325661967277,"score_gpt":0.3722211735254548,"score_spread":0.327837916905782,"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."}}