{"id":"W6888820571","doi":"10.22008/fk2/cs5lka/jhvneg","title":"christtf.gsf","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001002232,0.00320291,0.002315211,0.005269561,0.001016492,0.003454697,0.003540213,0.002363506,0.2102248],"category_scores_gemma":[0.005416627,0.001199925,0.001283488,0.009973701,0.0005400708,0.002560538,0.002606116,0.002122896,0.3094784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588664,"about_ca_system_score_gemma":0.002298742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04843784,"about_ca_topic_score_gemma":0.06585875,"domain_scores_codex":[0.9989306,0.0001859154,0.00008406914,0.0003706735,0.0002155483,0.000213121],"domain_scores_gemma":[0.9982278,0.0004275694,0.0001366899,0.0005622208,0.000452956,0.0001927557],"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":[0.000023278,0.000005903859,0.0001468143,0.0002442164,0.00001141325,0.000006186684,0.00001294964,0.0001608282,0.00002296835,0.0004066032,0.9978579,0.001100963],"study_design_scores_gemma":[0.0001061928,0.000007828494,0.0009434405,0.0001796502,0.00001210541,0.000021668,0.00004868247,0.0002946214,0.0001185084,0.001512364,0.9967358,0.00001918738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003072451,0.00003797185,0.00004885722,0.00003037264,0.00001597814,0.000002943288,0.9986417,0.0004992915,0.0006921957],"genre_scores_gemma":[0.000161532,0.00004674709,0.0001509478,0.00002439087,0.000005501263,0.00002442397,0.9987,0.0001832977,0.0007031034],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7897752,"threshold_uncertainty_score":0.703272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247492128447863,"score_gpt":0.2787684873199971,"score_spread":0.2362935660355185,"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."}}