{"id":"W2006294210","doi":"10.1021/ef060643l","title":"Advances in Modeling of New Phase Growth","year":2007,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Supersaturation; Nucleation; Hydrate; Bubble; Mass transfer; Slurry; Phase (matter); Growth rate; Clathrate hydrate; Thermodynamics; Limiting; Chemistry; Materials science; Mechanics; Chromatography; Mathematics; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007519163,0.001316992,0.001925396,0.0008160174,0.0007706302,0.00219768,0.003423179,0.002995696,0.005481356],"category_scores_gemma":[0.003006363,0.0008893878,0.00226467,0.001196226,0.0009888629,0.003264219,0.00151676,0.002344183,0.002184721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271311,"about_ca_system_score_gemma":0.00154397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151686,"about_ca_topic_score_gemma":0.005250576,"domain_scores_codex":[0.9994903,0.0001269998,0.00003490102,0.00008301336,0.0002048764,0.00005980956],"domain_scores_gemma":[0.9990857,0.0003704444,0.00008743472,0.0001334596,0.0002526451,0.00007037963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002405074,0.00003910935,0.0004529823,0.0001982698,0.00003661112,0.0001230739,0.00008189657,0.9084079,0.002494296,0.07268568,0.002407592,0.01304856],"study_design_scores_gemma":[0.000006029887,0.000005620118,0.00005600565,0.000009390983,0.000005073027,0.00002098908,0.000009077919,0.9770823,0.0003605873,0.01346748,0.008968194,0.000009279078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02290142,0.009376082,0.9067228,0.001982714,0.0009439135,0.0001497097,0.001067383,0.001229137,0.05562687],"genre_scores_gemma":[0.520525,0.02579948,0.3807385,0.0009415117,0.001772656,0.001265093,0.003406219,0.001750987,0.06380057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01151686,"threshold_uncertainty_score":0.02289969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195202078140728,"score_gpt":0.2524992805735522,"score_spread":0.2405472597921449,"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."}}