{"id":"W136616283","doi":"10.1007/3-540-27673-4_23","title":"Predicting habitat for two species of deep-water coral on the Canadian Atlantic continental shelf and slope","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Habitat; Continental shelf; Coral; Range (aeronautics); Ecological niche; Niche; Oceanography; Geography; Ecology; Substrate (aquarium); Environmental niche modelling; Environmental science; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004307753,0.0005340865,0.0002878738,0.0008933975,0.001226139,0.001170318,0.001010664,0.0004430619,0.001591308],"category_scores_gemma":[0.001320004,0.0003566643,0.0005595504,0.001276402,0.0003993634,0.0004116648,0.0005327996,0.0003807834,0.0001538423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007490696,"about_ca_system_score_gemma":0.005298609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748654,"about_ca_topic_score_gemma":0.9926406,"domain_scores_codex":[0.9998859,0.00001150198,0.000005151014,0.00002752212,0.00002644862,0.00004347696],"domain_scores_gemma":[0.9995106,0.0001203223,0.00005284675,0.00001475407,0.0002099805,0.00009146447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006717869,0.0000229164,0.9532507,0.00003022404,0.0001027235,0.00006741623,0.0002230583,0.0271531,0.001190635,0.000460625,0.002021065,0.01541032],"study_design_scores_gemma":[0.00001453926,0.00002051761,0.9259528,0.00002246257,0.00005437449,0.00005082359,0.001102847,0.07086293,0.0003959061,0.0002652277,0.001239458,0.0000181521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959622,0.000124272,0.0005803705,0.0000775599,0.00000344181,0.00001224435,0.0009534492,0.00002624717,0.002260175],"genre_scores_gemma":[0.9947142,0.0001434789,0.002016903,0.00002389919,0.000001516834,0.0000100088,0.001593087,0.00001497409,0.00148189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02513456,"threshold_uncertainty_score":0.05434906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497437573926299,"score_gpt":0.1918202712805356,"score_spread":0.1768458955412726,"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."}}