{"id":"W6991409805","doi":"","title":"Global Environmental Science Seminar Infographic: North Shore Coastal Erosion","year":2023,"lang":"en","type":"other","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Shore; Coastal erosion; Erosion; Coastal management; Hydrology (agriculture); Coastal zone; Climate change; Environmental impact assessment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003477123,0.0007158959,0.0003633229,0.001150642,0.0007413667,0.002612332,0.0007050359,0.001426704,0.7611306],"category_scores_gemma":[0.0007369505,0.0002175521,0.0003581402,0.001434327,0.0003038499,0.001031905,0.001529091,0.0008958448,0.4804906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091361,"about_ca_system_score_gemma":0.00227103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399256,"about_ca_topic_score_gemma":0.03324131,"domain_scores_codex":[0.9998651,0.0000089214,0.00000317843,0.00002266066,0.00007033016,0.00002976813],"domain_scores_gemma":[0.9995475,0.0000350084,0.00002170899,0.00004722721,0.0001537503,0.0001948382],"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":[0.00002132434,0.00002440894,0.0001779721,0.0000433209,0.000001098677,0.0000108873,0.000008484309,0.00005257209,0.0001374315,0.000981084,0.9721157,0.0264258],"study_design_scores_gemma":[0.00001337044,0.000009845147,0.00159276,0.00003142582,0.000001355746,0.000007570417,0.000024143,0.00007221018,0.0001657397,0.0005573257,0.997521,0.00000320896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007240264,0.0002998764,0.0002355704,0.001604928,0.0007002824,0.00006177669,0.01650894,0.001016439,0.9788482],"genre_scores_gemma":[0.001631676,0.0001941454,0.0001478936,0.0001654772,0.0001094027,0.00002601675,0.004646284,0.0003979674,0.9926811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7611306,"threshold_uncertainty_score":0.3407182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007719218091911106,"score_gpt":0.2011199957091635,"score_spread":0.1934007776172524,"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."}}