{"id":"W1983566823","doi":"10.1139/p02-139","title":"An experimental study of gas-hydrate formation by measuring viscosity and infrared spectra","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleation; Physics; Hydrate; Infrared; Viscosity; Infrared spectroscopy; Clathrate hydrate; Spectral line; Induction period; Thermodynamics; Optics; Chemistry; Kinetics; Classical mechanics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002074247,0.00007793237,0.000127953,0.00002791047,0.0001017366,0.00002686806,0.00009457127,0.00002428807,0.0001513912],"category_scores_gemma":[0.000005934383,0.00006923662,0.00002270159,0.0001115458,0.00005557231,0.0004386108,0.000006033614,0.000118708,0.000003295308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236202,"about_ca_system_score_gemma":0.00003694423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406848,"about_ca_topic_score_gemma":0.0009830174,"domain_scores_codex":[0.999334,0.00008601617,0.0002095405,0.00007532714,0.0001494409,0.0001457103],"domain_scores_gemma":[0.9994039,0.000006540564,0.0001713606,0.00009013421,0.00001231776,0.0003157456],"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":[0.00005743384,0.001535402,0.08787297,0.00002847383,0.0001527063,0.0000913801,0.0588703,0.02244618,0.8213526,0.0007337125,0.001377984,0.00548087],"study_design_scores_gemma":[0.003530947,0.004437055,0.01245943,0.00007054012,0.0001182771,0.0001229509,0.0176771,0.002412425,0.9496242,0.007838863,0.001088393,0.0006197627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974763,0.0001493092,0.000219141,0.000008318651,0.00006622326,0.00008832673,0.000003070493,0.000001356884,0.001987987],"genre_scores_gemma":[0.9997622,0.000006576196,0.0001635022,0.00002046808,0.00001752128,5.510867e-7,9.324522e-7,0.000006781214,0.000021442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282717,"threshold_uncertainty_score":0.2823388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398452593219792,"score_gpt":0.2098897182432435,"score_spread":0.1959051923110456,"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."}}