{"id":"W7067319448","doi":"","title":"Liquid phase characterization of multicomponent gas hydrate systems","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advertising and Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Mole fraction; Clathrate hydrate; Methane; Hydrate; Fraction (chemistry); Solubility; Phase (matter); Liquid phase; Nitrogen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453426,0.0002439752,0.0002224297,0.0005038161,0.0002498988,0.0002586946,0.000298113,0.0002171115,0.0009514617],"category_scores_gemma":[0.000228317,0.0001439894,0.0002276631,0.0003422045,0.0002346279,0.0005050048,0.0003299926,0.0003285724,0.000179689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695012,"about_ca_system_score_gemma":0.0001728311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340189,"about_ca_topic_score_gemma":0.001701044,"domain_scores_codex":[0.9998684,0.00000986635,0.000006971373,0.00003227535,0.0000607532,0.00002170035],"domain_scores_gemma":[0.9999228,0.00002940465,0.00001526742,0.000005838181,0.0000201524,0.00000653859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006894719,0.00002201378,0.001590744,0.00007499572,0.000008648949,0.00005282449,0.00007959337,0.001461405,0.9914299,0.0001891835,0.00003437863,0.004987442],"study_design_scores_gemma":[0.000003730274,0.00006870044,0.002497539,0.000004120572,0.000007584032,0.00002756526,0.00005358356,0.01036762,0.9857201,0.00007110064,0.001171748,0.000006553407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893686,0.0005289799,0.008198298,0.00003244588,0.000007862184,0.00003674465,0.0003438821,0.0001443687,0.001338721],"genre_scores_gemma":[0.9935215,0.0004034559,0.004743203,0.00001316784,0.000003705194,0.00004949139,0.0003668452,0.00003983786,0.0008587283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001340189,"threshold_uncertainty_score":0.003183007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041802723229993,"score_gpt":0.3094675293938426,"score_spread":0.2790495021615427,"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."}}