{"id":"W4391729900","doi":"10.1007/978-3-031-17299-1_304424","title":"Sustainability Measures for Fraser Basin, British Columbia, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Structural basin; Geography; Environmental resource management; Environmental science; Geology; Ecology; Geomorphology; Biology","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":[0.0006345629,0.0005361535,0.0002689068,0.003794016,0.003639651,0.003248643,0.001073352,0.0005108835,0.0132848],"category_scores_gemma":[0.00148203,0.0002419962,0.0002333342,0.005333804,0.0007291784,0.0006658371,0.0005809695,0.0008751829,0.0007703075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06581014,"about_ca_system_score_gemma":0.06294775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930734,"about_ca_topic_score_gemma":0.9980528,"domain_scores_codex":[0.9992445,0.00004702501,0.00002737835,0.00004552372,0.0005290498,0.0001065976],"domain_scores_gemma":[0.9991261,0.00004299843,0.00002640609,0.00001905156,0.0007203946,0.00006505145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004163613,0.00004197056,0.005742466,0.0004239692,0.00002844047,0.0001080154,0.001282427,0.005005383,0.0006536177,0.08608408,0.543551,0.3570369],"study_design_scores_gemma":[0.000007557344,0.00001532299,0.03589365,0.0004484311,0.00002233151,0.0000470756,0.002074128,0.001279515,0.0004595149,0.006208042,0.9535089,0.00003547778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02760775,0.02736237,0.004024499,0.008723476,0.0007612543,0.0003581704,0.01441361,0.0004266289,0.9163223],"genre_scores_gemma":[0.1661152,0.01503123,0.01179798,0.0008478963,0.00006727717,0.0001971671,0.00666465,0.0001731954,0.7991055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06581014,"threshold_uncertainty_score":0.4774882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174507497398482,"score_gpt":0.2270162182531416,"score_spread":0.2152711432791567,"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."}}