{"id":"W4285006059","doi":"10.3389/fmars.2022.863693","title":"Climate-Change Refugia for the Bubblegum Coral Paragorgia arborea in the Northwest Atlantic","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Dartmouth College","keywords":"Bioregion; Habitat; Geography; Environmental science; Ecology; Generalized additive model; Climate change; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063218,0.000149723,0.000182834,0.0000937318,0.0009683598,0.00006205295,0.001334452,0.00001591819,0.0001349153],"category_scores_gemma":[0.00007262435,0.0000907993,0.00005259765,0.001443802,0.0005514643,0.0002568753,0.002516494,0.0002395757,0.00001293651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037635,"about_ca_system_score_gemma":0.00002098346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005846638,"about_ca_topic_score_gemma":0.008052275,"domain_scores_codex":[0.9980301,0.00007861735,0.0002535363,0.0004442453,0.0005710262,0.000622439],"domain_scores_gemma":[0.9993409,0.0001106173,0.00009323585,0.0004043956,0.000009147085,0.00004169207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003702628,0.00005711924,0.9795594,0.000007452305,0.000001662343,0.00001177415,0.0006991024,0.0001493611,0.00001345539,0.0003932545,0.004485007,0.01458539],"study_design_scores_gemma":[0.0003012571,0.0001110983,0.9574611,0.000004763199,0.000008324127,0.00001325198,0.001803991,0.005693181,0.000003839426,0.00118549,0.03326279,0.0001509452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885046,0.00007038991,0.0001004691,0.003081198,0.002038915,0.00150147,0.00002756458,0.00002721884,0.004648194],"genre_scores_gemma":[0.9967857,0.00007357301,0.00144504,0.000483308,0.0000608074,0.000894303,0.00001004802,0.000008119912,0.0002391018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877778,"threshold_uncertainty_score":0.8838407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495342381084861,"score_gpt":0.227029841936852,"score_spread":0.2120764181260034,"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."}}