{"id":"W4367052186","doi":"10.3390/molecules28093731","title":"Dry Water as a Promoter for Gas Hydrate Formation: A Review","year":2023,"lang":"en","type":"review","venue":"Molecules","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Alberta","keywords":"Clathrate hydrate; Hydrate; Dispersion (optics); Chemistry; Chemical engineering; Mass transfer; Dry gas; Chromatography; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005039193,0.0004141235,0.001022036,0.00005735615,0.0001263446,0.00005008251,0.0003897917,0.0002225782,0.00188659],"category_scores_gemma":[0.00003510751,0.0002338011,0.0005140246,0.0002648144,0.00006566609,0.0001165672,0.0002819896,0.0002405086,0.01643142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100016,"about_ca_system_score_gemma":0.00001933913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002149378,"about_ca_topic_score_gemma":0.000005997454,"domain_scores_codex":[0.9979575,0.0001521196,0.0006706311,0.000475114,0.0002670962,0.000477552],"domain_scores_gemma":[0.9991697,0.00004949339,0.0002161383,0.0004344203,0.000009803901,0.0001204327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003113549,0.00003586675,1.317629e-7,0.0713622,0.000128088,0.00004228941,0.0001281353,0.000009667796,0.00001686388,0.00006371668,0.01040468,0.9178053],"study_design_scores_gemma":[0.0000863766,0.00006232785,5.724923e-8,0.02059697,0.0005188468,0.00002231827,0.000002023875,0.00006905972,0.00003519606,0.001259677,0.9769927,0.0003544258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004394934,0.9890549,0.0001563001,0.000274096,0.0001626484,0.002672114,0.00002871645,0.00009046947,0.007556382],"genre_scores_gemma":[2.330639e-7,0.9888939,0.0004609609,0.0004828887,0.00006432824,0.001081414,0.0004554236,0.00009103944,0.008469803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.966588,"threshold_uncertainty_score":0.9990258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145479753721189,"score_gpt":0.3053904206032391,"score_spread":0.2639356230660272,"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."}}