{"id":"W7051954909","doi":"","title":"Phase Behaviour of Amphiphilic Lipid molecules at Air-water Interfaces: An Off-lattice Self-consistent-field Modelling","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amphiphile; Phase (matter); Molecule; Lipid bilayer; Amphiphilic molecule","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004395504,0.0005281732,0.0009750823,0.0007382245,0.0008996585,0.001076377,0.001742936,0.002116345,0.005977547],"category_scores_gemma":[0.001145039,0.0005675661,0.0007246849,0.0005729298,0.001277714,0.001767013,0.00052891,0.0009421639,0.0004524883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862385,"about_ca_system_score_gemma":0.001119993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007679017,"about_ca_topic_score_gemma":0.005848061,"domain_scores_codex":[0.9998734,0.00003879424,0.000005541456,0.00001551439,0.00003205078,0.00003477245],"domain_scores_gemma":[0.9994905,0.0002171428,0.0000619714,0.00005668855,0.000103777,0.00006989628],"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":[0.0003848368,0.0002178237,0.001563686,0.0002148246,0.00004529524,0.0005040389,0.0001672031,0.9461468,0.01372196,0.03239574,0.001377963,0.003259747],"study_design_scores_gemma":[0.00006591232,0.00002153519,0.0002246778,0.000006756073,0.000007826703,0.00001452783,0.00002195618,0.9958627,0.0007439722,0.002836325,0.0001855153,0.000008268711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427251,0.0004134838,0.02924546,0.0007928091,0.0001218758,0.000154473,0.0007542011,0.0001953094,0.02559736],"genre_scores_gemma":[0.9875465,0.000200693,0.006336202,0.000100346,0.00003908145,0.0001071638,0.0003261177,0.0001140989,0.005229753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007679017,"threshold_uncertainty_score":0.01999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835349021464675,"score_gpt":0.275483113777422,"score_spread":0.2471296235627752,"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."}}