{"id":"W2951747009","doi":"10.1002/eap.1956","title":"A nonnative habitat‐former mitigates native habitat loss for endemic reef fishes","year":2019,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Holsworth Wildlife Research Endowment; PADI Foundation","keywords":"Kelp; Habitat; Ecology; Kelp forest; Reef; Biology; Fishery; Introduced species; Canopy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960065,0.0001465553,0.000151672,0.0001923769,0.0004585992,0.0004413349,0.0002717566,0.0001634839,0.002557644],"category_scores_gemma":[0.0005342364,0.00009608739,0.0001419619,0.00008894622,0.0002966385,0.0003343822,0.0008567958,0.0001774532,0.0001886004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243629,"about_ca_system_score_gemma":0.0005651192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945965,"about_ca_topic_score_gemma":0.03273148,"domain_scores_codex":[0.9998723,0.00002501648,0.000008059902,0.00003013118,0.00002341209,0.00004103103],"domain_scores_gemma":[0.999658,0.00003118156,0.0001098634,0.00003613536,0.00003916729,0.0001255749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004944549,0.0008168989,0.5328301,0.0004181343,0.0001097184,0.0006534771,0.002135911,0.001099667,0.3793561,0.0006606808,0.0007666315,0.08065816],"study_design_scores_gemma":[0.00000955704,0.0005961368,0.9914809,0.0000220508,0.00002539998,0.0002468173,0.001745604,0.0006272444,0.003758225,0.0001095885,0.001370364,0.000008041014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990098,0.00001783942,0.0001299301,0.00002435111,0.000001265823,0.000005314701,0.000008425354,0.000006644664,0.0007962965],"genre_scores_gemma":[0.9991311,0.00002871425,0.000374751,0.00003523603,0.000001709174,0.000008396561,0.00002602663,0.000002285823,0.0003917472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003945965,"threshold_uncertainty_score":0.008556128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369745142379101,"score_gpt":0.226115145068829,"score_spread":0.212417693645038,"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."}}