{"id":"W6963439903","doi":"10.22008/fk2/orktcu/nnrot5","title":"250tfc.rtl","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003894038,0.0009134041,0.002118397,0.0002697997,0.0002163166,0.00009871212,0.0009339054,0.001502885,0.007132563],"category_scores_gemma":[0.003612096,0.0006856002,0.000298162,0.0008444059,0.0008640559,0.0001007707,0.001162966,0.001179052,0.002244741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004242567,"about_ca_system_score_gemma":0.0001933929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01205068,"about_ca_topic_score_gemma":0.01829702,"domain_scores_codex":[0.992949,0.002628649,0.001105678,0.001398244,0.0009296273,0.0009888122],"domain_scores_gemma":[0.9946479,0.002292283,0.0007047207,0.001316306,0.000533851,0.000504902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000412923,0.0002950601,0.1517756,0.0001984498,0.0002609686,0.0003297567,0.000004818769,0.000003277173,0.00000864542,0.00000328459,0.8454342,0.001273],"study_design_scores_gemma":[0.0007494161,0.0002371888,0.5230491,0.00009030879,0.0001515726,0.00008210081,0.000005627114,0.000008049629,0.000005886433,0.0001265935,0.4749158,0.0005783491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03875983,0.00562656,0.0000115768,0.00006050242,0.0004066042,0.0003596884,0.9543934,0.00004529056,0.000336508],"genre_scores_gemma":[0.007532104,0.002389422,0.0001364083,0.0002055761,0.0002410212,0.00002915763,0.9887118,0.00005369422,0.0007008096],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3712735,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544896098372598,"score_gpt":0.2798110514549344,"score_spread":0.2343620904712084,"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."}}