{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009995908,0.0001115365,0.000127269,0.00001055297,0.0001023008,0.00002144355,0.00007676883,0.0000979972,0.001434811],"category_scores_gemma":[0.00002519144,0.0000890076,0.00002279881,0.00004618643,0.0004941821,0.0001279977,0.000171973,0.00007361783,0.000256852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002677265,"about_ca_system_score_gemma":0.000002651314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006036986,"about_ca_topic_score_gemma":0.0002366126,"domain_scores_codex":[0.9992816,0.00002807122,0.0001162703,0.0002464091,0.00007438943,0.0002532622],"domain_scores_gemma":[0.9995406,0.00003617588,0.00004344631,0.0001894133,0.000001670283,0.0001887516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009196718,0.00003885578,0.9651903,0.000003905669,0.00000888671,0.000003755083,0.0008377393,4.853409e-7,0.01675016,0.0002113248,0.009142485,0.007802919],"study_design_scores_gemma":[0.0002165938,0.00002629084,0.8392107,0.000007865438,0.0000138768,0.00002529227,0.0003257774,0.0000454869,0.002337024,0.0002642941,0.1573361,0.0001907231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817886,0.0009579762,0.00002063753,0.000255579,0.0001265158,0.00007169318,0.00001381528,0.000033239,0.01673199],"genre_scores_gemma":[0.9969704,0.0001318196,0.0005297271,0.0004399393,0.0001552588,0.000004476526,0.00001185227,0.00001023553,0.001746274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481936,"threshold_uncertainty_score":0.999478,"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."}}