{"id":"W2961703009","doi":"10.13140/rg.2.2.17553.10086","title":"Spatial Distribution of Benthic Habitats and Ecological Patterns of the Mustard Hill Coral (Porites astreoides) in the Nearshore Waters of Grenada","year":2019,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit; Government of Ontario","keywords":"Benthic zone; Ecology; Habitat; Coral; Geography; Spatial distribution; Porites; Coral reef; Oceanography; Environmental science; Biology; Geology; Remote sensing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003300899,0.0001203029,0.0003025406,0.00002256902,0.00009625831,0.00000300207,0.0004565049,0.00009156628,0.00007807744],"category_scores_gemma":[0.00003389519,0.00007029097,0.000128899,0.000133943,0.0002489628,0.00006303055,0.0003351289,0.0001712111,0.000002144787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005106426,"about_ca_system_score_gemma":0.00001660563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02010527,"about_ca_topic_score_gemma":0.032406,"domain_scores_codex":[0.999066,0.0001676363,0.0001975374,0.0001579286,0.0002869336,0.0001239536],"domain_scores_gemma":[0.9991758,0.0001390133,0.0004147268,0.0002207971,0.00003365698,0.00001604402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564371,0.0001228241,0.9826836,0.000365027,0.00005777511,0.000003427956,0.006446354,0.00007963285,0.007020452,0.0000938731,0.000389411,0.002481173],"study_design_scores_gemma":[0.0002510523,0.0001562455,0.9849803,0.00007241102,0.00009399092,0.000001096751,0.0138527,0.0001293007,0.0002268029,0.00008042793,0.0000862325,0.00006948585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986539,0.00004260569,0.000007963283,0.0003808055,0.000151526,0.0003525611,0.0002156618,0.00000235894,0.0001925888],"genre_scores_gemma":[0.9994172,0.00006008258,0.000004744765,0.000004716462,0.000008333205,3.882596e-7,0.0001580553,0.000003290248,0.0003431896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230073,"threshold_uncertainty_score":0.9864199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008912282430603807,"score_gpt":0.1874294854975955,"score_spread":0.1785172030669917,"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."}}