{"id":"W2588424877","doi":"","title":"Observaciones biológicas preliminares sobre el arrecife coralino en el Parque Nacional de Cahuita, Costa Rica","year":2016,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reef; Geography; National park; Coral reef; Coral; Habitat; Ecology; Oceanography; Geology; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004005821,0.0002014074,0.000136288,0.001059385,0.0005831612,0.0003995133,0.0002887041,0.0001786518,0.0009037249],"category_scores_gemma":[0.000847922,0.000122469,0.00008436804,0.00140206,0.0004598437,0.0002026974,0.0004530509,0.0002103868,0.0001813674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027755,"about_ca_system_score_gemma":0.0009340397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2723164,"about_ca_topic_score_gemma":0.5990592,"domain_scores_codex":[0.9998556,0.00002975846,0.00001014214,0.00003448159,0.00004054676,0.00002944488],"domain_scores_gemma":[0.9992641,0.00009955541,0.0002848139,0.00004400908,0.0002568571,0.00005074281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004998867,0.00003001843,0.9743835,0.0001313852,0.00002927282,0.0002416719,0.002977427,0.0002032795,0.003972859,0.0001481066,0.0006262487,0.01720638],"study_design_scores_gemma":[0.000001291819,0.00001034518,0.9976506,0.000011184,0.00000675912,0.00004899635,0.0007083002,0.00006191179,0.00008857991,0.00000792319,0.001402222,0.00000188353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908589,0.0007664532,0.0001243553,0.0001112343,0.000003980746,0.00002867274,0.001099669,0.00001309726,0.006993633],"genre_scores_gemma":[0.9944413,0.001357701,0.000637643,0.00005165896,0.00001591874,0.00005793292,0.001057721,0.000004704561,0.002375473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723164,"threshold_uncertainty_score":0.5414627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067215541704639,"score_gpt":0.2361150580836179,"score_spread":0.2254429026665715,"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."}}