{"id":"W7112375357","doi":"","title":"Impacts of Severe Tropical Cyclone Yasi on nearshore, terrigenous sediment-dominated reefs of the central Great Barrier Reef, Australia","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical cyclone; Reef; Acropora; Coral reef; Landfall; Typhoon; Shoal; Environmental issues with coral reefs","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":[0.0001528861,0.0002279505,0.0001681255,0.0005014731,0.0006459737,0.0005590644,0.0001905663,0.0002025154,0.000933928],"category_scores_gemma":[0.0005062285,0.0001349556,0.0002057204,0.0004477111,0.0005228937,0.0001807609,0.001030531,0.0002482531,0.00009646121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243023,"about_ca_system_score_gemma":0.0008347741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676091,"about_ca_topic_score_gemma":0.3740805,"domain_scores_codex":[0.9998575,0.00001608786,0.00001134249,0.00002273671,0.00004491178,0.00004735566],"domain_scores_gemma":[0.9996624,0.00001936999,0.0001280537,0.00001669581,0.00006227411,0.0001110579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000977026,0.00004454857,0.9768585,0.00008570903,0.00007981923,0.0008570977,0.001881318,0.001059997,0.007409834,0.0000936121,0.000678901,0.01085293],"study_design_scores_gemma":[9.542431e-7,0.00002081637,0.9989564,0.000004918099,0.00000528948,0.00004862385,0.0005828909,0.00009551853,0.00006710436,0.000005039599,0.0002103047,0.000002077618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990682,0.0000443742,0.00001060464,0.00002990235,0.000001963393,0.000005064283,0.0001054276,0.000003139756,0.0007313653],"genre_scores_gemma":[0.9994876,0.0001298178,0.00004196628,0.00002321746,0.00000278502,0.000006213192,0.0001073814,0.000001078038,0.0001999161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1676091,"threshold_uncertainty_score":0.333267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963963969876728,"score_gpt":0.2462933134719011,"score_spread":0.2266536737731338,"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."}}