{"id":"W7074042124","doi":"","title":"Assessing the Impact of Human Activities on British Columbia’s Estuaries","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Stewardship (theology); Threatened species; Ecosystem; Coastal management; Marine ecosystem; Ecosystem-based management","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":[0.0004767908,0.0003313427,0.000137131,0.001546748,0.001794245,0.001445382,0.0006006378,0.0002536949,0.002509971],"category_scores_gemma":[0.002670979,0.0001399879,0.0001411909,0.003135633,0.0004946235,0.0003172952,0.0008019946,0.0004767406,0.00030412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009092712,"about_ca_system_score_gemma":0.009658118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769599,"about_ca_topic_score_gemma":0.9936211,"domain_scores_codex":[0.9995785,0.00007401739,0.00002370808,0.00004696121,0.0001604915,0.0001162685],"domain_scores_gemma":[0.9977228,0.0002953235,0.0001972693,0.0000993505,0.001296976,0.0003881177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008296069,0.0000586662,0.9585863,0.00004087811,0.00006356226,0.000213458,0.0006801764,0.001957709,0.0004982837,0.0001651156,0.004458801,0.0331941],"study_design_scores_gemma":[0.000003100021,0.00001560136,0.9924493,0.00002503271,0.0000177733,0.00002029277,0.003869716,0.001043377,0.0001709015,0.00005828612,0.002318743,0.000007870991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865313,0.000199842,0.0001856592,0.0003457254,0.000007166336,0.00003415192,0.002442833,0.00001481249,0.01023855],"genre_scores_gemma":[0.9910954,0.0003960255,0.0005206893,0.00009739178,0.000003701441,0.00002574247,0.002096259,0.00000563119,0.005759109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304006,"threshold_uncertainty_score":0.06597263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898114399717479,"score_gpt":0.2727561752983124,"score_spread":0.2537750313011377,"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."}}