{"id":"W2270910417","doi":"","title":"Abstract: Urban geochemical hazard mapping of St. John’s, Newfoundland, Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hazard","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701908,0.0003939121,0.0002564708,0.00178981,0.002591995,0.001172526,0.0008127674,0.0002739407,0.01235341],"category_scores_gemma":[0.0008693202,0.0002343478,0.0002795625,0.002928701,0.0005359938,0.0004283268,0.0007399244,0.0004353421,0.001247389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02745939,"about_ca_system_score_gemma":0.0379432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959779,"about_ca_topic_score_gemma":0.9993394,"domain_scores_codex":[0.9996116,0.0000241591,0.00001175772,0.00005584247,0.0001547142,0.0001420497],"domain_scores_gemma":[0.9988574,0.00005478555,0.00005872874,0.00004661724,0.0008347559,0.0001478334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005062604,0.000261678,0.5359938,0.0005360154,0.0002187551,0.0006762155,0.002579272,0.01426902,0.004110503,0.004486587,0.2703334,0.1660285],"study_design_scores_gemma":[0.00003449418,0.0000370563,0.9026664,0.0001179904,0.00006341578,0.0001121771,0.003706241,0.00522538,0.001944943,0.0003444161,0.0856948,0.00005260879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7512871,0.002069914,0.005785121,0.004609853,0.0001693321,0.0004082446,0.1210066,0.001042368,0.1136215],"genre_scores_gemma":[0.8234546,0.001024515,0.006739209,0.0003729586,0.00003776058,0.0001285555,0.03117142,0.0001957622,0.1368752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745939,"threshold_uncertainty_score":0.1992327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282183340255365,"score_gpt":0.1968211449550229,"score_spread":0.1739993115524692,"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."}}