{"id":"W2808700838","doi":"10.18785/goms.2301.08","title":"Tight Temporal Consistency of Coral Mass Spawning at the Flower Garden Banks, Gulf of Mexico, from 1997-2003","year":2005,"lang":"en","type":"article","venue":"Gulf of Mexico Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coral; Fishery; Biology; Oceanography; Ecology; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003614369,0.0001316604,0.0001500077,0.001320334,0.0005990581,0.0003899264,0.0002455878,0.0002026213,0.0008298536],"category_scores_gemma":[0.001372358,0.0001324283,0.0001069824,0.0008748331,0.0002779939,0.0002465867,0.0006034824,0.000210397,0.00009995109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204174,"about_ca_system_score_gemma":0.0005460128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1559406,"about_ca_topic_score_gemma":0.407567,"domain_scores_codex":[0.9998618,0.00001173115,0.00001469209,0.00004413875,0.00003510042,0.00003259408],"domain_scores_gemma":[0.9988214,0.0001184696,0.0006186897,0.00005170611,0.0003063685,0.00008333502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009464534,0.000007214758,0.9895988,0.00002438036,0.00003361335,0.00008575099,0.0007752851,0.00007286856,0.001706373,0.0000463133,0.0005523234,0.00700239],"study_design_scores_gemma":[8.212056e-7,0.000005489863,0.9991829,0.000003142942,0.00000549896,0.00001640318,0.0001479919,0.00001903772,0.0000824055,0.000003157347,0.0005322483,9.682914e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966672,0.0002709537,0.0001503926,0.00009926441,0.000006166127,0.000009380583,0.001337593,0.00001535118,0.001443637],"genre_scores_gemma":[0.9969597,0.0002439458,0.0003453777,0.00002912695,0.00000815919,0.00002517674,0.001548273,0.000004923862,0.0008352902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559406,"threshold_uncertainty_score":0.3100658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317859759871176,"score_gpt":0.2232040290864882,"score_spread":0.2100254314877764,"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."}}