{"id":"W6977787138","doi":"10.7934/p5406","title":"Retiolitine graptolites from the Aeronian and lower Telychian (Llandovery, Silurian) of Arctic Canada (project)","year":2024,"lang":"en","type":"dataset","venue":"MorphoBank datasets","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Shore; Calibration; Sample (material)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006906405,0.001263959,0.001353455,0.0003390296,0.0002662904,0.0003673426,0.002067614,0.0004565591,0.001613838],"category_scores_gemma":[0.0007987486,0.0009247748,0.0002058709,0.0008697733,0.0006741156,0.0002269261,0.001366607,0.001545108,0.002266474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005054188,"about_ca_system_score_gemma":0.002180279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710149,"about_ca_topic_score_gemma":0.9756573,"domain_scores_codex":[0.9939067,0.0004829686,0.001241923,0.001732063,0.001523193,0.001113197],"domain_scores_gemma":[0.9933474,0.001081189,0.0007744521,0.004311763,0.0001334523,0.0003517139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002664106,0.0001179058,0.0003377372,0.0005813461,0.0006859094,0.001000908,0.00002959424,0.000001387213,0.0000453981,0.00002377718,0.9968703,0.00003927205],"study_design_scores_gemma":[0.0009391525,0.0001239114,0.001439317,0.001047229,0.001116311,0.0001819028,0.00008475692,0.00001456747,0.000050537,0.0002867532,0.9937574,0.0009581163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004539885,0.005766878,1.829995e-7,0.0006551841,0.001625686,0.001150911,0.9861603,0.0000762131,0.00002478137],"genre_scores_gemma":[0.00255864,0.0005854278,0.00006654406,0.0009160864,0.0008047384,0.0001047949,0.9947184,0.0002052389,0.00004010427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008558146,"threshold_uncertainty_score":0.9993203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009372467186438957,"score_gpt":0.2338448546801871,"score_spread":0.2244723874937481,"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."}}