{"id":"W6888816846","doi":"10.22008/fk2/wp1tr3/qmg5mm","title":"wi20vg_b.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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007875898,0.003240173,0.002262734,0.004452267,0.0007821308,0.003303173,0.003778035,0.002491771,0.2281708],"category_scores_gemma":[0.004603747,0.001533401,0.001344179,0.01049224,0.0004783641,0.002330563,0.002251825,0.001974652,0.2980579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413509,"about_ca_system_score_gemma":0.001929938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05217611,"about_ca_topic_score_gemma":0.06939752,"domain_scores_codex":[0.9991528,0.0001319066,0.00008399494,0.0002853997,0.0001743805,0.0001716151],"domain_scores_gemma":[0.9986898,0.0003637715,0.0001068617,0.0003654076,0.000339645,0.0001343895],"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":[0.0000219773,0.000006894542,0.0001672307,0.0002925445,0.00001592688,0.000007158047,0.00001459778,0.0002065146,0.00002826961,0.0003313652,0.9978799,0.00102764],"study_design_scores_gemma":[0.0001506755,0.000007988219,0.001353626,0.0002000021,0.00002074387,0.0000232194,0.0000591821,0.0004111991,0.0001604852,0.001398138,0.9961893,0.00002561047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002475931,0.00002112068,0.0000445337,0.0000207261,0.000009830367,0.000002848104,0.9989504,0.000377925,0.0005478971],"genre_scores_gemma":[0.0001371038,0.00003074466,0.0001588662,0.00001807025,0.00000387084,0.00003366264,0.9988563,0.0001862313,0.0005751658],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7718292,"threshold_uncertainty_score":0.7633073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0452488441093177,"score_gpt":0.2794921789080868,"score_spread":0.2342433347987691,"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."}}