{"id":"W6931454576","doi":"10.5281/zenodo.4681528","title":"Archiinocellia oligoneura Handlirsch 1910","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Royal British Columbia Museum","funders":"","keywords":"Holotype; Type locality; Margin (machine learning); Dome (geology); Space (punctuation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001665031,0.0001030386,0.00009434914,0.0001052011,0.0007353238,0.0004089105,0.0002669029,0.00004820559,0.01234024],"category_scores_gemma":[0.0001787974,0.0001223945,0.00004167415,0.0004525748,0.00004799684,0.0001470823,0.0002068754,0.0002184351,0.008748107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006088664,"about_ca_system_score_gemma":0.000002073204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003043568,"about_ca_topic_score_gemma":3.519825e-7,"domain_scores_codex":[0.9990575,0.0001070479,0.0001686422,0.0002118349,0.0002203396,0.0002346885],"domain_scores_gemma":[0.9992422,0.00001446808,0.00002319472,0.0002422427,0.0003490918,0.0001287816],"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":[0.00005809718,0.0002043759,0.00001385065,0.0002905553,0.0001261721,0.0001299962,0.001705911,0.002257721,0.2154517,0.007493135,0.3086599,0.4636086],"study_design_scores_gemma":[0.0004119523,0.00004637697,0.0006265658,0.00002965118,0.00001134084,0.0001064058,0.0001215056,0.003919477,0.03303823,0.000315531,0.961188,0.0001850166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2314086,0.0004489436,0.03195915,0.0008939146,0.0006791589,0.0004854273,0.000318292,0.005259579,0.728547],"genre_scores_gemma":[0.9955721,0.0001758188,0.0003194968,0.0001330041,0.000193243,3.285627e-8,0.002071567,0.0009125375,0.000622177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7641636,"threshold_uncertainty_score":0.9920237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615819672111635,"score_gpt":0.2183272937764796,"score_spread":0.1921690970553632,"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."}}