{"id":"W2053948705","doi":"10.5650/jos.52.523","title":"Influence of Hydrotropes and Glycols on the Clouding Behavior of Surfactants (TritonX 100 and Brij 56) and Polymers (Polyvinylmethyl Ether and Triblock Co-Polymer, Pluronic 85)","year":2003,"lang":"en","type":"article","venue":"Journal of Oleo Science","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; St. Francis Xavier University; Jadavpur University","keywords":"Cloud point; Poloxamer; Polymer; Ethylene oxide; Chemistry; Polyethylene; Chemical engineering; Polymer chemistry; Molar mass; Ether; Copolymer; Materials science; Organic chemistry; Aqueous solution","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157632,0.0001749782,0.0003942526,0.000128926,0.0002174824,0.0000983362,0.0002614378,0.00007781947,0.00004048089],"category_scores_gemma":[0.0002906414,0.0001156002,0.00005053253,0.0003513647,0.001183439,0.0002993373,0.00005777369,0.0002412365,2.176511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505597,"about_ca_system_score_gemma":0.0001934565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453181,"about_ca_topic_score_gemma":0.000005137479,"domain_scores_codex":[0.9982427,0.0000706227,0.0005388409,0.000246307,0.0006173681,0.0002841316],"domain_scores_gemma":[0.9984882,0.0003345455,0.000671996,0.0001915223,0.0001205711,0.000193095],"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":[0.00007967952,0.00004838364,0.07622094,0.00004341127,0.00002489601,0.0000088681,0.0004330829,0.00001172435,0.9194686,0.0001372202,0.000004769407,0.00351846],"study_design_scores_gemma":[0.001107924,0.0003360762,0.0431362,0.000436416,0.00007027212,0.0003305134,0.001181878,0.00004557307,0.952921,0.00006210786,0.0001823636,0.0001896646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917756,0.007152247,0.000001408327,0.00009681079,0.00005084871,0.0001096736,0.00001402597,0.000003357915,0.0007960733],"genre_scores_gemma":[0.9991247,0.0006511941,0.00004007685,0.00003126152,0.00002100185,0.000001838688,3.841879e-8,0.00001029952,0.0001195785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345245,"threshold_uncertainty_score":0.471404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761696267720242,"score_gpt":0.2725560710498138,"score_spread":0.2549391083726114,"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."}}