{"id":"W4410641157","doi":"10.1016/j.colsurfa.2025.137293","title":"The structure-property relationship of cationic collectors: Effects of methyl and hydroxyl in polar head groups","year":2025,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Key Research and Development Program of China; Key Technologies Research and Development Program; Northeastern University; National Natural Science Foundation of China","keywords":"Cationic polymerization; Polar; Head (geology); Chemistry; Property (philosophy); Organic chemistry; Geology; Physics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001017178,0.00009500631,0.0002280239,0.0000401415,0.00006375253,0.00002518228,0.00006339431,0.00004359056,0.000001465916],"category_scores_gemma":[0.0001112324,0.00005768684,0.00002248385,0.0002864724,0.0001096792,0.00004204097,0.0000525069,0.00007236817,8.449805e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001270731,"about_ca_system_score_gemma":0.00001769689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002638574,"about_ca_topic_score_gemma":0.00003720989,"domain_scores_codex":[0.9994655,0.00002427087,0.0001722469,0.0001468072,0.00007423676,0.0001169296],"domain_scores_gemma":[0.9994206,0.0003871578,0.00003990335,0.00009461984,0.00002408828,0.0000335821],"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":[0.00001764361,0.00001531167,0.003012052,0.000213872,0.00001687156,2.536054e-7,0.000181947,0.0003530214,0.9928898,0.003100696,0.000006534442,0.0001919783],"study_design_scores_gemma":[0.0004960426,0.00005828004,0.08888849,0.0002007889,0.00005507766,0.000001017638,0.00006754517,0.009484135,0.8958814,0.004692001,0.00005051674,0.0001247169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960309,0.003638608,0.00003594132,0.00008731111,0.00003959869,0.00009778482,0.000006167937,0.000009763684,0.00005388693],"genre_scores_gemma":[0.9996467,0.0001169888,0.0001399091,0.000005106243,0.000009615363,0.000004001651,0.000001357508,0.000004318115,0.00007198262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09700843,"threshold_uncertainty_score":0.2352401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003752243348212374,"score_gpt":0.199754734856858,"score_spread":0.1960024915086456,"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."}}