{"id":"W4312542069","doi":"10.4095/330891","title":"Public presentations (126th) of May 10th, 2022: Environmental Geoscience Program, current status of research projects for the 2019-2024 program cycle","year":2022,"lang":"en","type":"report","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Current (fluid); Engineering management; Environmental science; Systems engineering; Engineering; Electrical engineering","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":[0.001817068,0.001420195,0.0007765308,0.001797416,0.001829377,0.003568057,0.0017562,0.004687191,0.3468142],"category_scores_gemma":[0.002254848,0.000451379,0.0008548301,0.001230599,0.0003752694,0.001031341,0.002068444,0.002949331,0.1639008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943792,"about_ca_system_score_gemma":0.007165679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03682854,"about_ca_topic_score_gemma":0.1002219,"domain_scores_codex":[0.9987656,0.00007628513,0.00002050849,0.00008528436,0.0007570591,0.0002952738],"domain_scores_gemma":[0.9981963,0.0001461176,0.00006869569,0.00006362517,0.0009276448,0.000597622],"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":[0.0001583697,0.0001000121,0.0001762733,0.000049573,0.000003319427,0.00001960257,0.000009609249,0.00006107663,0.0002847367,0.0002153612,0.9923784,0.006543706],"study_design_scores_gemma":[0.0001691204,0.000152234,0.007020736,0.00008633133,0.00001310706,0.00001828751,0.00009544512,0.0004661857,0.0009739902,0.0005415724,0.9904425,0.00002046774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008932793,0.003211299,0.00406038,0.02539659,0.03539184,0.004742241,0.2455972,0.00546127,0.6672064],"genre_scores_gemma":[0.003088854,0.0005043888,0.000640978,0.00196257,0.001121115,0.0006521284,0.02508987,0.0002712905,0.9666688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3468142,"threshold_uncertainty_score":0.9316903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403138191143151,"score_gpt":0.4074924052209539,"score_spread":0.2671785861066387,"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."}}