{"id":"W2608879837","doi":"10.3968/9457","title":"Preparation and Characterization of Gemini Surfactant Intermedium","year":2017,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonylphenol; Pulmonary surfactant; Diglycidyl ether; Diol; Ethylene glycol; Catalysis; Chemistry; Yield (engineering); Epoxy; Ether; Characterization (materials science); Organic chemistry; Polymer chemistry; Materials science; Bisphenol A; Nanotechnology; Composite material","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":[0.0002697496,0.0002853291,0.0001735203,0.0004584634,0.0002482495,0.0002698008,0.0001580965,0.0002672136,0.0009594301],"category_scores_gemma":[0.0003599661,0.00009936938,0.0001385107,0.0003485438,0.0001094837,0.0003456453,0.0002005901,0.0003864712,0.0005474046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641479,"about_ca_system_score_gemma":0.0002491734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003915842,"about_ca_topic_score_gemma":0.0008665642,"domain_scores_codex":[0.9998012,0.00001638249,0.00002545257,0.0000427682,0.00008390121,0.00003019522],"domain_scores_gemma":[0.9997556,0.0000258675,0.00006275874,0.00002372309,0.00009178848,0.00004031672],"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":[0.00003110279,0.00001292599,0.0002847819,0.00004400669,0.00000223636,0.00005052605,0.00002641312,0.00004080739,0.9957985,0.0001009449,0.00003848785,0.003569186],"study_design_scores_gemma":[0.000002017152,0.00006229069,0.0004909291,0.000002871441,0.000004302781,0.00008506718,0.0000120622,0.0002171417,0.9958982,0.00001648604,0.003205391,0.000003333288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594745,0.005597285,0.02773258,0.0001969831,0.00006938372,0.0001884287,0.0006443154,0.0002880924,0.005808365],"genre_scores_gemma":[0.9603777,0.002750947,0.02661736,0.0001147268,0.00003096004,0.00008083072,0.001373417,0.00009779697,0.008556312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009594301,"threshold_uncertainty_score":0.003209591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691997108957928,"score_gpt":0.2787561223408752,"score_spread":0.2618361512512959,"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."}}