{"id":"W2604322629","doi":"10.1016/j.cis.2017.04.004","title":"Entropy of aqueous surfaces. Application to polymeric Langmuir films","year":2017,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Monolayer; Polymer; Langmuir; Ethylene oxide; Aqueous solution; Oxide; Materials science; Propylene oxide; Standard molar entropy; Copolymer; Entropy (arrow of time); Chemical physics; Chemical engineering; Thermodynamics; Nanotechnology; Chemistry; Physical chemistry; Physics; Composite material; Standard enthalpy of formation","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":[0.0003528,0.00109807,0.001258808,0.002307067,0.0002471245,0.0007761772,0.0006962452,0.0008346086,0.001209243],"category_scores_gemma":[0.0005822287,0.0005413598,0.0005331364,0.001734931,0.0008422795,0.001343982,0.001046584,0.00134317,0.0005594835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360318,"about_ca_system_score_gemma":0.0005230568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907343,"about_ca_topic_score_gemma":0.0009105422,"domain_scores_codex":[0.9997491,0.00002987841,0.00002463051,0.00004704571,0.0001280062,0.0000212449],"domain_scores_gemma":[0.9998066,0.0001001868,0.00003909597,0.000006803937,0.00003566402,0.00001166233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009916211,0.0001100009,0.0007378559,0.02136078,0.0001924797,0.0002734833,0.000151953,0.004699809,0.05310518,0.02695655,0.00968673,0.882626],"study_design_scores_gemma":[0.00003645881,0.0004523894,0.006130652,0.003309231,0.0004208766,0.003267661,0.000175598,0.007537839,0.1388326,0.0356364,0.8040252,0.0001750195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002285734,0.9926482,0.002111863,0.0003055388,0.0004421992,0.000007424115,0.00005763131,0.00002200009,0.002119359],"genre_scores_gemma":[0.01921869,0.975728,0.0008548815,0.0001851715,0.00103697,0.0000273733,0.0000898874,0.0000111954,0.002847852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002307067,"threshold_uncertainty_score":0.004045248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643117345340696,"score_gpt":0.3448910211919877,"score_spread":0.3284598477385807,"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."}}