{"id":"W2028528324","doi":"10.1007/s00227-009-1229-7","title":"Are sea snakes pertinent bio-indicators for coral reefs? a comparison between species and sites","year":2009,"lang":"en","type":"article","venue":"Marine Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Coral reef; Coral; Reef; Ecology; Fishery; Great barrier reef; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131447,0.0001610095,0.0003416397,0.00004767103,0.0001647744,0.00001601053,0.000129801,0.00006627999,0.0002556249],"category_scores_gemma":[0.00007141696,0.0001193374,0.00005236345,0.0001137049,0.0001646578,0.00004052904,0.0004175223,0.00006809362,0.00003959139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724576,"about_ca_system_score_gemma":0.000002230295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543814,"about_ca_topic_score_gemma":0.001103316,"domain_scores_codex":[0.9990674,0.00003043494,0.0002303114,0.0003194491,0.00005975573,0.0002926029],"domain_scores_gemma":[0.999546,0.00008235264,0.0001556035,0.0001312587,0.000007499822,0.00007730054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000262272,0.0000362822,0.9595182,0.000008784143,0.0000138927,9.476555e-7,0.00005523693,3.550284e-7,0.0005428146,0.0001336253,0.006742384,0.03292127],"study_design_scores_gemma":[0.0002473541,0.0003541943,0.8712829,0.000003363336,0.0000179083,0.000002019986,0.00007698715,0.00006134091,0.0002017427,0.0007262157,0.1268846,0.0001413373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993318,0.0001006734,0.00003797986,0.002877964,0.00008469039,0.0002643427,0.00003527614,0.0000504889,0.00323056],"genre_scores_gemma":[0.9976299,0.0000295681,0.0003149493,0.0001944196,0.0001697278,0.00001891533,0.00007140731,0.000005727256,0.001565324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201422,"threshold_uncertainty_score":0.4866438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148063072939965,"score_gpt":0.2674416792213755,"score_spread":0.2359610484919759,"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."}}