{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752158,0.0002720039,0.0001764804,0.0001424831,0.0001840857,0.0003361087,0.0001242406,0.0001309756,0.0005933886],"category_scores_gemma":[0.0005163169,0.0001180472,0.0001917051,0.0001264706,0.0002710238,0.0002850892,0.0001913619,0.0003519065,0.0001122359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033812,"about_ca_system_score_gemma":0.000240477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309443,"about_ca_topic_score_gemma":0.001563028,"domain_scores_codex":[0.9998448,0.00002849731,0.00001178478,0.00002212775,0.00005393099,0.00003888525],"domain_scores_gemma":[0.9996477,0.000158829,0.00008895417,0.00001782126,0.00003901683,0.00004770127],"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":[0.0002501846,0.00002415587,0.0008746997,0.00005083471,0.00001065227,0.00007859758,0.00005874691,0.0002317008,0.9966149,0.00006940818,0.00001474906,0.001721347],"study_design_scores_gemma":[0.000007604658,0.0001786914,0.002725891,0.000007306316,0.00001790743,0.0000590012,0.00002378579,0.0007316901,0.9958482,0.00002339261,0.0003713103,0.000005237703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986524,0.000582834,0.0002336958,0.00001972872,0.000005820908,0.00000799663,0.00004583746,0.000004524335,0.0004471732],"genre_scores_gemma":[0.9982744,0.0006225033,0.0005558446,0.0000182585,0.000004432678,0.00000754883,0.0000806485,0.000008003367,0.0004282879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309443,"threshold_uncertainty_score":0.00260365,"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."}}