{"id":"W4232349663","doi":"10.1002/9781118445112.stat07776","title":"Standards, Environmental","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Set (abstract data type); Computer science; Field (mathematics); Risk analysis (engineering); Sampling (signal processing); Environmental resource management; Environmental planning; Management science; Operations research; Engineering; Environmental science; Business; Mathematics; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038314,0.00106665,0.0006077422,0.00733997,0.002426994,0.01315057,0.002563886,0.003412224,0.0923231],"category_scores_gemma":[0.03928313,0.0004206801,0.0006323933,0.009933994,0.004716925,0.007680768,0.005888391,0.004759173,0.03798828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005223663,"about_ca_system_score_gemma":0.01238324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339823,"about_ca_topic_score_gemma":0.0099607,"domain_scores_codex":[0.9745988,0.004584414,0.00158832,0.002536384,0.01592803,0.0007640515],"domain_scores_gemma":[0.9828826,0.004057301,0.001405705,0.003094391,0.007852815,0.0007072766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002027442,0.00006311324,0.001696244,0.0004227622,0.00001373652,0.00009324989,0.0005402948,0.0006790368,0.0003570742,0.5121645,0.2879809,0.1959688],"study_design_scores_gemma":[0.000003407532,0.00001317391,0.0009077874,0.0003375932,0.000005336098,0.000117191,0.0002967732,0.0001914322,0.0002085107,0.06314372,0.9347616,0.00001332548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002335695,0.01179409,0.02350491,0.03519788,0.004588412,0.0002424544,0.005884472,0.00107569,0.9153763],"genre_scores_gemma":[0.1144996,0.0342582,0.04728368,0.0258552,0.004521259,0.001064161,0.02182287,0.001823024,0.7488719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0923231,"threshold_uncertainty_score":0.3088515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057531816552239,"score_gpt":0.2734359309223688,"score_spread":0.2628606127568465,"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."}}