{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743471,0.0002182458,0.0002062263,0.0002867228,0.0002750441,0.0006461113,0.0003481456,0.0004001712,0.001640441],"category_scores_gemma":[0.0008637753,0.0001745443,0.0004730855,0.0002491997,0.0003198024,0.0004841215,0.0005343818,0.0002906268,0.0001680614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770917,"about_ca_system_score_gemma":0.0002826009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043771,"about_ca_topic_score_gemma":0.008692418,"domain_scores_codex":[0.9998847,0.00003393705,0.000006232755,0.00003171663,0.00001166021,0.00003168516],"domain_scores_gemma":[0.9996539,0.0001180526,0.00008217627,0.0000337941,0.00004502656,0.00006692637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002188884,0.00009257133,0.4158823,0.00005253351,0.0001655597,0.000369664,0.0001256469,0.5645351,0.01102588,0.001508986,0.0009499353,0.005072904],"study_design_scores_gemma":[0.00001411233,0.0001360015,0.3100178,0.00001294427,0.00003877404,0.0002228094,0.0003885758,0.6855094,0.001134854,0.001692708,0.0008021623,0.00002976798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983863,0.00002396074,0.0007291605,0.00004002666,0.000002882032,0.000001857863,0.0001497072,0.0000160992,0.0006500749],"genre_scores_gemma":[0.9996947,0.00001019873,0.0001248323,0.00000967857,9.337195e-7,0.000001567014,0.00009109182,0.00000385423,0.00006320961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043771,"threshold_uncertainty_score":0.02075386,"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."}}