{"id":"W2560289611","doi":"","title":"Smart Oceans BC: Supporting Coastal and Ocean Natural Hazards Mitigation for British Columbia","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Natural (archaeology); Oceanography; Natural hazard; Environmental science; Climatology; Geography; Geology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174253,0.0001181633,0.0001804554,0.00003504385,0.0004709726,0.0006178395,0.0001177929,0.00008532869,0.0000222938],"category_scores_gemma":[0.00116909,0.0001453791,0.00006149193,0.0000794818,0.0001090007,0.000224768,0.00000990844,0.0001436571,0.00001839806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003222622,"about_ca_system_score_gemma":0.00004607972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06283353,"about_ca_topic_score_gemma":0.3033289,"domain_scores_codex":[0.9986153,0.00009341748,0.0003546812,0.0003405774,0.0002156868,0.0003802835],"domain_scores_gemma":[0.9986015,0.0007985289,0.0002236612,0.0001154381,0.00009290025,0.0001679577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002482325,0.0000144039,0.9147872,0.00008007466,0.00001429803,0.000008476663,0.0001195406,0.0004819077,0.000187253,0.000002713476,0.004078392,0.08020091],"study_design_scores_gemma":[0.0003981522,0.0001253072,0.9758529,0.0000962796,0.00002135203,0.00005573984,0.0001545704,0.01623154,0.0001559272,0.0001877993,0.006498347,0.0002220933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959284,0.0001456996,0.00002809083,0.0002257304,0.0004005049,0.0002769057,0.00009925608,0.00009769555,0.002797691],"genre_scores_gemma":[0.9968422,0.00001809959,0.001360811,0.0002306353,0.0002137911,8.23797e-7,0.0003281581,0.000009469803,0.0009960079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2404954,"threshold_uncertainty_score":0.9434071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006853745258095589,"score_gpt":0.2147161875763103,"score_spread":0.2078624423182147,"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."}}