{"id":"W1990653023","doi":"10.1039/c4ra14746d","title":"Inhibiting gas hydrate formation using small molecule ice recrystallization inhibitors","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Recrystallization (geology); Clathrate hydrate; Methane; Hydrate; Chemistry; Molecule; Chemical engineering; Ice crystals; Geology; Organic chemistry; Petrology; Meteorology","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":[0.0001011826,0.0003232919,0.0002068824,0.0001324725,0.0001061902,0.0002267697,0.0002527288,0.000223411,0.00208913],"category_scores_gemma":[0.0001253203,0.00009509309,0.0002487705,0.0001204361,0.0002045715,0.0001536901,0.0001611888,0.0008742777,0.0003614706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247673,"about_ca_system_score_gemma":0.0001692328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294046,"about_ca_topic_score_gemma":0.002708007,"domain_scores_codex":[0.9999434,0.000006861981,0.000002999362,0.00000755662,0.00001652154,0.00002270529],"domain_scores_gemma":[0.9999478,0.00001706765,0.00001061492,0.000004563266,0.0000070459,0.00001296325],"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":[0.0002072349,0.0001398638,0.0001497273,0.0001833182,0.00002422277,0.00007954354,0.00001992805,0.0006062869,0.9907063,0.0007754435,0.0005932428,0.006514905],"study_design_scores_gemma":[0.00005493282,0.0002958723,0.0006949026,0.000006294316,0.00000985017,0.00006628293,0.00001107658,0.000946001,0.9904095,0.00005619188,0.007443994,0.000005235418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947071,0.01301287,0.01612532,0.000863231,0.0003996072,0.000310766,0.001202334,0.0005297833,0.02048517],"genre_scores_gemma":[0.9834239,0.005676783,0.00410615,0.0001545998,0.0000272084,0.0000815724,0.0006980748,0.0000290454,0.005802649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00208913,"threshold_uncertainty_score":0.006988883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776710652367305,"score_gpt":0.2466504723028199,"score_spread":0.2188833657791468,"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."}}