{"id":"W3203783801","doi":"10.3390/d13100465","title":"Habitat Suitability Modeling to Inform Seascape Connectivity Conservation and Management","year":2021,"lang":"en","type":"article","venue":"Diversity","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alfred P. Sloan Foundation","keywords":"Seascape; Habitat; Biological dispersal; Ecology; Environmental resource management; Geography; Marine protected area; Restoration ecology; Keystone species; Biodiversity; Environmental science; Biology; Population","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":[0.0009905824,0.0004698139,0.000308568,0.0008927619,0.0003031329,0.0008610024,0.0006254889,0.0004140465,0.001610265],"category_scores_gemma":[0.004780439,0.0002680498,0.0005622344,0.0008900135,0.0003412316,0.001247214,0.0007800396,0.0004817632,0.000195684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068245,"about_ca_system_score_gemma":0.0005783009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859291,"about_ca_topic_score_gemma":0.01203202,"domain_scores_codex":[0.9997088,0.0001746546,0.00001321963,0.00004724717,0.00003417986,0.00002186906],"domain_scores_gemma":[0.9984541,0.001103418,0.0001717972,0.000103207,0.0001062057,0.0000613274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002668011,0.00002782709,0.02955939,0.00004701057,0.00007565067,0.00006309515,0.00007642483,0.9472953,0.0006682098,0.006309666,0.0009747145,0.014876],"study_design_scores_gemma":[0.000002530707,0.00001064224,0.004172494,0.00001090127,0.000008216038,0.00002216731,0.00003923078,0.989852,0.0002199318,0.004871862,0.0007830899,0.000006960005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4136948,0.0005781263,0.5729229,0.001057849,0.00003811557,0.00007619744,0.001914903,0.0007484028,0.008968639],"genre_scores_gemma":[0.9511439,0.0002292157,0.04704979,0.00007118061,0.00001933929,0.00005944141,0.0006666751,0.00007326453,0.0006871181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007859291,"threshold_uncertainty_score":0.01562709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324467747263555,"score_gpt":0.2101574762471969,"score_spread":0.1869127987745614,"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."}}