{"id":"W2128273709","doi":"10.3354/meps330113","title":"Predicting suitable habitat for deep-water gorgonian corals on the Atlantic and Pacific Continental Margins of North America","year":2007,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Smithsonian Conservation Biology Institute; World Wildlife Fund","keywords":"Seascape; Oceanography; Habitat; Gorgonian; Geography; Continental shelf; Fishery; Environmental science; Ecology; Coral; Geology; Biology","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":[0.0003192695,0.0001768258,0.0002942792,0.00003218242,0.000342759,0.00002358457,0.0001487641,0.00004393699,0.0002075031],"category_scores_gemma":[0.00005970381,0.0001057685,0.00004961823,0.00009626168,0.0006873434,0.0001251332,0.0007366362,0.00009721852,0.00002459296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004224818,"about_ca_system_score_gemma":0.000003728376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335613,"about_ca_topic_score_gemma":0.01770044,"domain_scores_codex":[0.9987985,0.00003953718,0.0002921725,0.0002773356,0.0001127712,0.0004796083],"domain_scores_gemma":[0.9994098,0.0002191013,0.0001297319,0.0001639344,0.00002231498,0.00005514307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002512198,0.0000791241,0.9924445,0.00004730178,0.0000404906,0.00000841622,0.0003561389,0.000003049586,0.00005341715,0.00008905934,0.0005790535,0.00604824],"study_design_scores_gemma":[0.0003193002,0.0007468305,0.9794562,0.000007791479,0.0000261402,0.00002367005,0.0006126479,0.00008415351,0.0004270767,0.0001740254,0.0179898,0.0001323494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955614,0.00001791915,0.000004318671,0.00183505,0.0002047125,0.0007271954,0.00001206616,0.00003731199,0.001600052],"genre_scores_gemma":[0.9976979,0.00002255481,0.0003800693,0.0000864049,0.00004786544,0.0001413362,0.000028012,0.00001445362,0.001581411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01746688,"threshold_uncertainty_score":0.9877262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006847845226232305,"score_gpt":0.2022406515730819,"score_spread":0.1953928063468496,"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."}}