{"id":"W6892599272","doi":"10.5281/zenodo.11339683","title":"Thomomys (Thomomys) talpoides subsp. talpoides","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Morphology (biology); Specific name","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008044883,0.0002710342,0.0001014363,0.000443936,0.000525213,0.0001271367,0.0001571275,0.0002106106,0.006278334],"category_scores_gemma":[0.000175338,0.0001049869,0.00008496233,0.0002096491,0.0002724542,0.000256332,0.0006201835,0.0001334098,0.001786359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178818,"about_ca_system_score_gemma":0.0003179571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771074,"about_ca_topic_score_gemma":0.09184323,"domain_scores_codex":[0.9999564,0.000003945658,0.000003460477,0.0000126992,0.00001229078,0.00001122675],"domain_scores_gemma":[0.9999464,0.000005036633,0.00002260763,0.000004590982,0.00001015988,0.00001125392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005647952,0.0001374017,0.4381205,0.0006491172,0.0001530297,0.003650865,0.002751842,0.001141484,0.2653406,0.00347426,0.02935717,0.254659],"study_design_scores_gemma":[0.00002144459,0.0001210029,0.9568642,0.00006725231,0.00005949786,0.003293831,0.0009265792,0.0004239714,0.003415025,0.0003269036,0.03446747,0.00001296695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551376,0.0005675551,0.001068707,0.0002225635,0.00003983717,0.00005950989,0.0009972051,0.0001547356,0.04175241],"genre_scores_gemma":[0.9846467,0.0005659299,0.001197751,0.000168233,0.00002106737,0.00003532972,0.0006684006,0.00001084343,0.01268569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01771074,"threshold_uncertainty_score":0.03521532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390629617979299,"score_gpt":0.2301868662135534,"score_spread":0.2062805700337604,"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."}}