{"id":"W6963579134","doi":"10.22008/fk2/wp1tr3/6numt1","title":"washcnd.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":[0.0009296656,0.002737178,0.002264225,0.004888736,0.0008136867,0.003288288,0.003469627,0.00207432,0.2224863],"category_scores_gemma":[0.00497921,0.001371248,0.001125053,0.01145546,0.0004605813,0.002236972,0.002160692,0.001997239,0.2571902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500458,"about_ca_system_score_gemma":0.002557828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05964155,"about_ca_topic_score_gemma":0.08054935,"domain_scores_codex":[0.9990791,0.0001497215,0.00009550977,0.0003206922,0.0001727749,0.0001820806],"domain_scores_gemma":[0.9983444,0.0003684387,0.0001582655,0.0004893079,0.0004587384,0.0001807599],"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":[0.00002238574,0.000006105266,0.0002102329,0.0003039417,0.00001495967,0.000006363335,0.0000131195,0.0001628351,0.00002142211,0.0003894257,0.9977065,0.001142668],"study_design_scores_gemma":[0.0001247286,0.000006360457,0.001277419,0.0002184327,0.00001531414,0.00001633081,0.00005209035,0.0002228867,0.0001111491,0.001066557,0.9968711,0.00001773524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002627823,0.00002677299,0.00003337448,0.00002068639,0.00001346978,0.000002792453,0.9990289,0.0002367579,0.0006109506],"genre_scores_gemma":[0.0001559628,0.00004007687,0.0001451132,0.0000215392,0.000004904202,0.00003275837,0.998521,0.0001623872,0.0009162571],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7775137,"threshold_uncertainty_score":0.7442909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04385554648805223,"score_gpt":0.2779181293398667,"score_spread":0.2340625828518145,"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."}}