{"id":"W4320856468","doi":"10.1111/gcb.16612","title":"Climate change disrupts core habitats of marine species","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"BioFuelNet Canada","keywords":"Habitat; Climate change; Marine ecosystem; Biodiversity; Ecosystem; Environmental science; Representative Concentration Pathways; Marine protected area; Ecology; Population; Climate model; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001198552,0.0001355906,0.0002423102,0.00002454306,0.00007648459,0.00000354433,0.0001730597,0.00006434443,0.0006597876],"category_scores_gemma":[0.00002622756,0.0001057452,0.00006073312,0.0004001878,0.0001811141,0.00006611285,0.001597092,0.00003686853,0.001124217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006995959,"about_ca_system_score_gemma":0.00000118841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024518,"about_ca_topic_score_gemma":0.002500858,"domain_scores_codex":[0.9990486,0.00002521033,0.0001707286,0.0002576425,0.00008930562,0.0004085378],"domain_scores_gemma":[0.9996648,0.00002377366,0.00008049845,0.0001643305,0.000009450559,0.00005718528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000184012,0.00002102751,0.9581096,0.00002578583,0.000008089139,0.00001021121,0.0001601132,2.290416e-8,0.0001628745,0.002569332,0.003010385,0.03590421],"study_design_scores_gemma":[0.000144169,0.0001663514,0.9688275,0.00001068392,0.000007720291,0.00000635999,0.00009567957,0.00003196789,0.00001075862,0.001623736,0.02896195,0.0001130973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621059,0.0001374249,0.000001280602,0.0008566348,0.0008225589,0.0003368044,0.0003648832,0.0001179141,0.03525659],"genre_scores_gemma":[0.9981676,0.0007130817,0.00003467385,0.0001762625,0.0002744941,0.0001106824,0.00008724657,0.000005614143,0.000430321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03606171,"threshold_uncertainty_score":0.9996535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050699558720736,"score_gpt":0.3022209000227908,"score_spread":0.1971509441507172,"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."}}