{"id":"W6888773345","doi":"10.22008/fk2/orktcu/de7hsw","title":"emLIN.zip","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":[0.0008994502,0.002487687,0.001917388,0.003948472,0.0007743388,0.003567484,0.003160491,0.002186853,0.3818343],"category_scores_gemma":[0.005729671,0.001205835,0.001046132,0.009724732,0.0004300261,0.002698667,0.002418512,0.001807444,0.4532364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131882,"about_ca_system_score_gemma":0.001473911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02104189,"about_ca_topic_score_gemma":0.02940743,"domain_scores_codex":[0.9991611,0.0001342473,0.00007654815,0.0003157607,0.0001505243,0.0001617776],"domain_scores_gemma":[0.99805,0.0005930443,0.0001591497,0.0005167294,0.0004561757,0.0002249097],"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":[0.0000214463,0.000006158647,0.0001651906,0.0002049347,0.000007558105,0.000004740855,0.000009954554,0.0001160139,0.00001473583,0.0003338642,0.9980646,0.001050773],"study_design_scores_gemma":[0.0001499093,0.000009289748,0.001029801,0.0001867414,0.000009610851,0.0000153874,0.00004100487,0.0002811792,0.0001061623,0.001378618,0.9967764,0.00001587241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002595548,0.0000193511,0.00003875008,0.00003232144,0.000010817,0.00000321337,0.9983878,0.0004486664,0.001033048],"genre_scores_gemma":[0.0002232097,0.00004079261,0.0001865038,0.00005013377,0.000007569818,0.0000409297,0.9979025,0.000324919,0.001223412],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6181657,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730181540676144,"score_gpt":0.2828914775727586,"score_spread":0.2355896621659972,"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."}}