{"id":"W4409247812","doi":"10.1016/j.progpolymsci.2025.101956","title":"80 years of the Mayo Lewis equation. A comprehensive review on the numerical estimation techniques for the reactivity ratios in typical and emerging copolymerizations","year":2025,"lang":"en","type":"review","venue":"Progress in Polymer Science","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Centro de Investigación en Química Aplicada","keywords":"Reactivity (psychology); Estimation; Polymer science; Materials science; Statistical physics; Applied mathematics; Mathematics; Engineering; Physics; Medicine","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":[0.00182022,0.001352422,0.001400985,0.00180107,0.0004977183,0.001106639,0.001153435,0.001414827,0.004654672],"category_scores_gemma":[0.00218546,0.0006525397,0.0007663052,0.00210594,0.001489905,0.002837484,0.001544498,0.003176067,0.003178712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363777,"about_ca_system_score_gemma":0.001981389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497283,"about_ca_topic_score_gemma":0.002116613,"domain_scores_codex":[0.9994953,0.0001281357,0.00005244394,0.0001003593,0.0001821417,0.00004165935],"domain_scores_gemma":[0.9993735,0.0003389052,0.0000410659,0.00004704561,0.0001733492,0.00002612424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105744,0.0001343914,0.000446718,0.007649923,0.0001049086,0.0002284153,0.0001702161,0.004316728,0.004367874,0.1757125,0.05366028,0.7530975],"study_design_scores_gemma":[0.00001576447,0.00009673272,0.0004211169,0.00134132,0.00005438388,0.0003633441,0.00003310913,0.001621041,0.004035365,0.02587146,0.9660782,0.00006807224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000880144,0.969667,0.01552476,0.001193413,0.001454441,0.00002582548,0.0001307229,0.00005892285,0.0110648],"genre_scores_gemma":[0.00871818,0.974851,0.00694558,0.0009216274,0.001220026,0.00008383935,0.0001895019,0.00004281466,0.007027593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004654672,"threshold_uncertainty_score":0.01557142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023874508002657,"score_gpt":0.3593483181622827,"score_spread":0.3191095730822561,"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."}}