{"id":"W2322958162","doi":"10.1021/je500591q","title":"Accelerated Hydrate Crystal Growth in the Presence of Low Dosage Additives Known as Kinetic Hydrate Inhibitors","year":2014,"lang":"en","type":"article","venue":"Journal of Chemical & Engineering Data","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrate; Clathrate hydrate; Chemistry; Flow assurance; Nucleation; Kinetic energy; Hydrocarbon; Crystal growth; Chemical engineering; Organic chemistry; Crystallography","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":[0.0001828824,0.0001936784,0.0002123991,0.0001438961,0.0001427458,0.000213202,0.000184562,0.0001918238,0.0007633468],"category_scores_gemma":[0.0003711327,0.0001307849,0.0001453679,0.0001791608,0.0002198995,0.0002188359,0.0001617803,0.0004553891,0.000108106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212022,"about_ca_system_score_gemma":0.0002581698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193292,"about_ca_topic_score_gemma":0.001851904,"domain_scores_codex":[0.9997905,0.00002804678,0.00001541853,0.00004325813,0.00009560093,0.00002723886],"domain_scores_gemma":[0.9996903,0.0001278841,0.00008133471,0.0000207478,0.00005826138,0.00002153857],"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":[0.00009379259,0.00002066062,0.0006040555,0.0000901617,0.00000571803,0.00006737329,0.00003814339,0.0003572319,0.9965403,0.0001660293,0.00007530132,0.001941184],"study_design_scores_gemma":[0.000004017517,0.0001034636,0.001209637,0.000002938163,0.000003668416,0.00003322107,0.00001643593,0.001776641,0.9961568,0.00002525663,0.0006647725,0.000003183639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989237,0.0009296596,0.006909531,0.0001053258,0.00003312719,0.0000416062,0.0002791228,0.0001088727,0.002355702],"genre_scores_gemma":[0.9939181,0.0004678753,0.004046524,0.00002201524,0.000007146237,0.00003085033,0.0001577927,0.00001407931,0.00133564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193292,"threshold_uncertainty_score":0.002553701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089821211979623,"score_gpt":0.2188272408702013,"score_spread":0.207929028750405,"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."}}