{"id":"W4321470485","doi":"10.25582/data.2021-07.2279304/1933883","title":"Data for EMSL Project 51612 from July 2021","year":2021,"lang":"en","type":"dataset","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Environmental Molecular Sciences Laboratory","keywords":"Virology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001019013,0.002113803,0.001322051,0.003387629,0.0007057838,0.001951002,0.002226105,0.002168037,0.06462699],"category_scores_gemma":[0.005383783,0.0005648569,0.001152056,0.006796386,0.0003465384,0.00168765,0.001467514,0.001626266,0.1032891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157156,"about_ca_system_score_gemma":0.002329339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03257351,"about_ca_topic_score_gemma":0.05028975,"domain_scores_codex":[0.9987274,0.0002184048,0.0001531453,0.0003614183,0.0003652509,0.000174386],"domain_scores_gemma":[0.9981773,0.0003556697,0.0001971665,0.0004100593,0.0006626261,0.0001971175],"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":[0.00004835751,0.00001278783,0.0003680514,0.0002462758,0.00001930789,0.000009747153,0.000006080434,0.0002766942,0.00006281109,0.0002873487,0.9976023,0.00106031],"study_design_scores_gemma":[0.0002400977,0.00002066158,0.003894369,0.0002200954,0.00002967157,0.0000304932,0.00005892652,0.0006055007,0.0003376079,0.001473461,0.9930628,0.00002625233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008957009,0.00004728478,0.0000352912,0.00007226506,0.00002230188,0.000004466565,0.999,0.0001977177,0.0005310421],"genre_scores_gemma":[0.0002101935,0.00002859685,0.00009422809,0.00003226626,0.000005601562,0.00001893001,0.9991291,0.00003461397,0.0004464166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06462699,"threshold_uncertainty_score":0.2161988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247812629908243,"score_gpt":0.2538808446162895,"score_spread":0.2314027183172071,"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."}}