{"id":"W44908753","doi":"10.15560/8.2.207","title":"Amphibians and Reptiles from Paramakatoi and Kato, Guyana","year":2012,"lang":"en","type":"article","venue":"Check List","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"U.S. Army; Smithsonian Institution","keywords":"Amphibian; Geography; Ecology; Herpetology; Biology","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":[0.0001010858,0.0002682467,0.0001318138,0.001534091,0.001036433,0.0003155741,0.0002315837,0.0002166469,0.003245473],"category_scores_gemma":[0.0002281373,0.000177194,0.0001361594,0.0008007525,0.0004056989,0.0002123489,0.0007375899,0.0001716977,0.0004315079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286372,"about_ca_system_score_gemma":0.0002265229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04816069,"about_ca_topic_score_gemma":0.2252827,"domain_scores_codex":[0.9999082,0.00001800403,0.000006728547,0.00002227015,0.00001256749,0.0000323217],"domain_scores_gemma":[0.9997498,0.00003941333,0.0001086243,0.00001876365,0.00003082785,0.00005259867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727637,0.00003528274,0.9634886,0.0001108836,0.00002898871,0.001057428,0.007949602,0.00005125595,0.0150134,0.00008293639,0.0004861648,0.01152261],"study_design_scores_gemma":[0.000002827003,0.00003960023,0.9972451,0.000006638602,0.000006829825,0.0003452171,0.001635751,0.00001865183,0.0002067027,0.000009067664,0.0004797824,0.000003760699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983896,0.00009452083,0.0000476232,0.00002039726,0.000001404284,0.00001380436,0.0003756025,0.000005808309,0.001051281],"genre_scores_gemma":[0.9980322,0.0001186056,0.0002668917,0.00003202222,0.000002800919,0.00002833356,0.0008255336,0.00000217165,0.0006914441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04816069,"threshold_uncertainty_score":0.09576076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051052724789241,"score_gpt":0.2136408076551636,"score_spread":0.2031302804072712,"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."}}