{"id":"W2321871496","doi":"10.1021/cg500218q","title":"Insights into the Behavior of Biological Clathrate Hydrate Inhibitors in Aqueous Saline Solutions","year":2014,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Steacie Institute for Molecular Sciences; Queen's University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Hydrate; Chemistry; Clathrate hydrate; Aqueous solution; Differential scanning calorimetry; Saline; Crystallization; Adsorption; Antifreeze protein; Chromatography; Chemical engineering; Organic chemistry; Biochemistry; Thermodynamics","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":[0.0002186692,0.0002223822,0.0002127851,0.0001198715,0.0001039391,0.0002409772,0.0002327723,0.0001878429,0.0003543639],"category_scores_gemma":[0.0003558121,0.00009816865,0.0001332527,0.00007380393,0.00025052,0.0002786169,0.0001167473,0.0003347732,0.0001004524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288195,"about_ca_system_score_gemma":0.0001772105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008091766,"about_ca_topic_score_gemma":0.0006583802,"domain_scores_codex":[0.9999053,0.00001961759,0.00000736842,0.00001369915,0.00003676601,0.00001718393],"domain_scores_gemma":[0.9998403,0.00007310397,0.00003167372,0.000006843355,0.00002859442,0.00001949524],"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":[0.00004326623,0.000008292362,0.0003155661,0.00002962388,0.000002875093,0.00002333569,0.00001687533,0.0001863835,0.9984378,0.00009228721,0.000009210463,0.0008345314],"study_design_scores_gemma":[0.000003143456,0.00007838781,0.0007258838,0.000002288256,0.000003978918,0.00004473577,0.00001331684,0.003456516,0.995246,0.0000370955,0.0003850196,0.000003578266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921879,0.001441457,0.005366758,0.00008008404,0.00001129318,0.00001648225,0.00008384255,0.00005196146,0.0007602337],"genre_scores_gemma":[0.9942566,0.0008161836,0.004284996,0.00002455457,0.000005255354,0.00001233436,0.00009943853,0.00001260891,0.0004881079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008091766,"threshold_uncertainty_score":0.001660228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409545093393489,"score_gpt":0.2237783201289057,"score_spread":0.1996828691949708,"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."}}