{"id":"W6999455419","doi":"","title":"The Coastie Initiative","year":2022,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Storm; Climate change; Citizen science; Baseline (sea); Training (meteorology); Phone; Data collection; Tracking (education)","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":[0.006585319,0.001186757,0.0008438255,0.003526666,0.002721645,0.007296876,0.002879172,0.001630604,0.08831977],"category_scores_gemma":[0.01480146,0.0005826515,0.0009906678,0.0041403,0.001072938,0.006913922,0.009766646,0.002598466,0.09077401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711249,"about_ca_system_score_gemma":0.007382422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06524696,"about_ca_topic_score_gemma":0.1412696,"domain_scores_codex":[0.9941787,0.00130482,0.000276108,0.001440226,0.002117586,0.0006825913],"domain_scores_gemma":[0.9848158,0.002098139,0.0005775062,0.00350457,0.005350075,0.003653838],"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":[0.0001487422,0.00005344364,0.002054604,0.0001844401,0.00001543104,0.00004864447,0.0004495555,0.00008699,0.0006350995,0.005061202,0.9429502,0.0483117],"study_design_scores_gemma":[0.00001850603,0.00001454928,0.001375807,0.00008819374,0.000003632311,0.00002085858,0.0002999063,0.000157357,0.0001691003,0.0009904575,0.9968494,0.00001217606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01271264,0.00291952,0.02486291,0.02080892,0.003397289,0.001597598,0.4394913,0.0443536,0.4498563],"genre_scores_gemma":[0.01624002,0.001747958,0.04773576,0.005326034,0.0005960112,0.001815075,0.699286,0.01440794,0.2128453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9347531,"threshold_uncertainty_score":0.2954591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422713613989255,"score_gpt":0.1833826463595135,"score_spread":0.1691555102196209,"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."}}