{"id":"W2185044621","doi":"10.26443/msurj.v9i1.155","title":"Parrotfish Body Size As An Indicator of Diurnal Fish Species Richness On Fringing Coral Reefs in Barbados","year":2014,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Parrotfish; Coral reef; Reef; Coral reef fish; Fishery; Biodiversity; Ecology; Species richness; Biology; Environmental issues with coral reefs; Coral; Geography","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":[0.0003275337,0.0002072075,0.0002089799,0.0009962769,0.0005147394,0.0003309406,0.0004119918,0.0001912095,0.0012636],"category_scores_gemma":[0.0006046736,0.0001806241,0.0002145178,0.0006716211,0.0004174363,0.0001828477,0.0004802727,0.0001749924,0.0002169421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302747,"about_ca_system_score_gemma":0.0006888736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4127112,"about_ca_topic_score_gemma":0.6312044,"domain_scores_codex":[0.9997851,0.00002372696,0.00001917847,0.00007416207,0.00004444459,0.00005338241],"domain_scores_gemma":[0.9992084,0.00007184655,0.0004023715,0.00003155389,0.0001461616,0.0001397428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006264682,0.00001141822,0.996015,0.00003454958,0.00001815906,0.0000697522,0.0006324552,0.00006540189,0.00121791,0.00001791728,0.00008444463,0.001770386],"study_design_scores_gemma":[4.350967e-7,0.00001045666,0.9995957,0.000003749779,0.000003580436,0.000016843,0.0002794154,0.00002710191,0.00001525138,0.000001423694,0.00004503734,9.558049e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992961,0.00008893831,0.00003459691,0.00001170027,0.000001679889,0.000003768567,0.0002181889,0.00000265752,0.0003423953],"genre_scores_gemma":[0.999218,0.0000770832,0.0001617852,0.000005459897,0.000001365017,0.000006388505,0.0002432755,0.000001353486,0.0002853092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127112,"threshold_uncertainty_score":0.8206179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418741786313628,"score_gpt":0.320887527834371,"score_spread":0.2867001099712347,"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."}}