{"id":"W2094746001","doi":"10.1021/la701408m","title":"Pattern Formation of Antifreeze Glycoproteins via Solvent Evaporation","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Antifreeze; Solvent; Evaporation; Chemistry; Glycoprotein; Chromatography; Chemical engineering; Organic chemistry; Thermodynamics; Biochemistry; Physics","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":[0.00008681358,0.0002879908,0.0002328799,0.0001351118,0.000129776,0.0002473154,0.0002527478,0.0002204903,0.0006524231],"category_scores_gemma":[0.0001833956,0.0002074853,0.0001755848,0.0001180832,0.0001879465,0.0002498742,0.0002743432,0.0003210396,0.0003149243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365955,"about_ca_system_score_gemma":0.00009608555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314054,"about_ca_topic_score_gemma":0.0004839289,"domain_scores_codex":[0.999882,0.00001202455,0.000008130465,0.00003234441,0.0000445093,0.00002112419],"domain_scores_gemma":[0.9998809,0.00003470224,0.00003778813,0.00001956024,0.00001867308,0.000008308577],"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":[0.00001071163,0.000003743373,0.00004080077,0.00002334413,0.000002025052,0.00003402425,0.00001634171,0.00008744282,0.9981059,0.00008455027,0.00003399655,0.001557157],"study_design_scores_gemma":[0.000003559736,0.00002047448,0.0002677846,0.000001231001,0.000001517742,0.00005604127,0.000004344567,0.000789939,0.9980811,0.00001926764,0.0007525182,0.000002191202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649377,0.0007327414,0.03116232,0.00008225151,0.00005262465,0.00005643422,0.0001957935,0.0002931941,0.002486925],"genre_scores_gemma":[0.9622068,0.001058146,0.03189848,0.00006171504,0.00001628947,0.00006376755,0.0002244425,0.0001109208,0.004359325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006524231,"threshold_uncertainty_score":0.002182603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652930934276131,"score_gpt":0.23817446905449,"score_spread":0.2216451597117287,"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."}}