{"id":"W6926021594","doi":"10.20381/ruor-22713","title":"Ensuring health and environmental protection in hydraulic fracturing: A focus on British Columbia and Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"University of Ottawa - Library","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Human health; Natural resource; Best practice; International community; Risk assessment","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":[0.0000290347,0.00007235604,0.0001135928,0.000005599162,0.000169573,0.00001826947,0.00008175259,0.0000438208,0.0007749742],"category_scores_gemma":[0.000001980256,0.0001189839,0.00001283165,0.00005290406,0.0003033994,0.000299034,0.0001864923,0.00009442753,0.000003912617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842733,"about_ca_system_score_gemma":0.00002107438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9380049,"about_ca_topic_score_gemma":0.9121868,"domain_scores_codex":[0.9993468,0.00003217403,0.000088477,0.0002449108,0.0001229365,0.0001647184],"domain_scores_gemma":[0.9996943,0.00001544071,0.00006707768,0.00008804735,1.902794e-7,0.0001349413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002276346,0.0000675722,0.9746962,0.0000114739,0.000006824727,0.00003129769,0.0005291376,0.0004141026,0.00004049664,0.000003921897,0.001651535,0.02252465],"study_design_scores_gemma":[0.00043367,0.0002318852,0.9761869,0.00003148473,0.00000280147,0.00001969073,0.0007939155,0.002419363,0.00003373243,0.00006735879,0.01963953,0.0001396493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946396,0.00003000916,0.0000519878,0.000294457,0.0000190502,0.0001675754,0.000007536908,0.000009230983,0.004780498],"genre_scores_gemma":[0.9964864,0.00009007906,0.0007502669,0.0002678243,0.000008847252,2.540608e-7,0.000004980578,0.000009656576,0.002381737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02581807,"threshold_uncertainty_score":0.8485425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002755958576871353,"score_gpt":0.1317030783587211,"score_spread":0.1289471197818498,"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."}}