{"id":"W6976478972","doi":"10.60692/k5rpj-0j774","title":"The NOW Database of Fossil Mammals","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Linguistics and Language Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Consistency (knowledge bases); Scale (ratio); Focus (optics); Fossil Record; Taxon","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":[0.0005572154,0.00007088647,0.0001240725,0.0001545279,0.0002977716,0.0003452435,0.0001811143,0.00001813963,0.0001276319],"category_scores_gemma":[0.00007327105,0.00003981351,0.00007508034,0.00009943265,0.00004971204,0.0001889266,0.00005424733,0.00003529434,0.001526084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001154245,"about_ca_system_score_gemma":0.00001412108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003589964,"about_ca_topic_score_gemma":0.00001187836,"domain_scores_codex":[0.9990652,0.00002882527,0.0004597617,0.000054641,0.0002609706,0.0001306227],"domain_scores_gemma":[0.9990832,0.00002477492,0.0002337476,0.0003462151,0.0002831212,0.00002892214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002957404,0.000001529309,0.008905956,0.0004707701,0.0002026285,0.000007081238,0.8347707,0.00009627103,7.179362e-7,0.1412611,0.01269282,0.001560909],"study_design_scores_gemma":[0.0008063216,0.00004639226,0.005045918,0.0002254236,0.0001749659,0.000005256515,0.5437344,0.01529031,0.0002734317,0.00004616479,0.4339823,0.0003690792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6690233,0.00004468204,0.002073672,0.0004053904,0.002718609,0.0005613869,0.002045989,0.0005405232,0.3225864],"genre_scores_gemma":[0.9938737,4.597388e-7,0.000007442686,0.00003573822,0.0002582892,0.00001491567,0.00004090793,0.000004186911,0.005764421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4212895,"threshold_uncertainty_score":0.9992514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709705366775726,"score_gpt":0.2188515699519545,"score_spread":0.1717545162841973,"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."}}