{"id":"W4327852093","doi":"10.17161/randa.v17i3.16105","title":"Salamander Sci-Art","year":2010,"lang":"en","type":"article","venue":"Reptiles & Amphibians","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Nature Conservancy; National Science Foundation","keywords":"Salamander; Ecology; Geography; Environmental science; 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":[0.0002796327,0.0002225243,0.0001847745,0.0008932882,0.0003902436,0.0006079322,0.0002094852,0.0001825082,0.05402842],"category_scores_gemma":[0.000384093,0.00006002051,0.0002673635,0.0003898572,0.0002252217,0.0002784735,0.0006147727,0.0002371258,0.008167802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851656,"about_ca_system_score_gemma":0.0001607385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085946,"about_ca_topic_score_gemma":0.006787826,"domain_scores_codex":[0.9998382,0.00002197962,0.00001456415,0.00004924946,0.00004439705,0.00003159378],"domain_scores_gemma":[0.9998457,0.00001652725,0.0000333489,0.00002873262,0.00003995236,0.00003565685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0013502,0.0003595573,0.2406334,0.0007121902,0.0002965713,0.001299835,0.0006035332,0.0005838796,0.1317337,0.005572659,0.04374938,0.5731052],"study_design_scores_gemma":[0.00005640566,0.001011952,0.6870344,0.0001156345,0.0001616303,0.002555955,0.0007212686,0.0008924188,0.01881135,0.001774722,0.2868439,0.00002042582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8112501,0.003236548,0.002322556,0.001154654,0.0004926983,0.0001351375,0.009402797,0.0004950186,0.1715104],"genre_scores_gemma":[0.9079357,0.001578575,0.002454843,0.0009371935,0.000172976,0.0001428071,0.01089671,0.00007716227,0.07580396],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05402842,"threshold_uncertainty_score":0.1807431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05861113972050094,"score_gpt":0.4178905484241749,"score_spread":0.3592794087036739,"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."}}