{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326933,0.0001181824,0.0001070374,0.001034516,0.0002354519,0.0003570913,0.0001533886,0.0001219787,0.001090845],"category_scores_gemma":[0.0003037407,0.00009156819,0.00009431518,0.001064464,0.0002391641,0.0001491567,0.0004034966,0.00009292892,0.0002076082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658349,"about_ca_system_score_gemma":0.0002565283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1167685,"about_ca_topic_score_gemma":0.3102447,"domain_scores_codex":[0.9999132,0.00001602807,0.000007590107,0.00002697483,0.00001268902,0.00002355841],"domain_scores_gemma":[0.999803,0.00002415829,0.00008866027,0.0000117445,0.00003626966,0.00003622697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004053183,0.000009870477,0.9889149,0.00002442643,0.00001659345,0.0001062107,0.00152564,0.00007646887,0.001589435,0.00002825145,0.00009904758,0.00756872],"study_design_scores_gemma":[3.867429e-7,0.000006096212,0.9992442,0.000002848387,0.000001375363,0.00002419347,0.000542421,0.00001588392,0.00001506838,0.000002374682,0.0001443751,7.623213e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991653,0.00006205733,0.00001691322,0.00001306785,4.23013e-7,0.000002597023,0.0002246587,0.000001624426,0.0005133194],"genre_scores_gemma":[0.9987555,0.0001667472,0.0001212029,0.000007723617,0.000001397022,0.000008305607,0.000340698,0.000001268506,0.0005970752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167685,"threshold_uncertainty_score":0.2321777,"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."}}