{"id":"W4327519133","doi":"10.1039/d3py00085k","title":"Block–random copolymer stabilisers for semi-batch emulsion polymerisation","year":2023,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"BASF","keywords":"Copolymer; Polystyrene; Emulsion; Emulsion polymerization; Acrylic acid; Polymer chemistry; Materials science; Block (permutation group theory); Polymerization; Chemical engineering; Viscosity; Chemistry; Organic chemistry; Polymer; Composite material; Mathematics","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":[0.0006837111,0.0004757205,0.00032329,0.0003763545,0.000195585,0.0003049413,0.0003478435,0.0004874427,0.002349613],"category_scores_gemma":[0.0007207505,0.0003985575,0.0003778869,0.0002473765,0.000220603,0.0004507399,0.0003040058,0.001253466,0.00200114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720934,"about_ca_system_score_gemma":0.000218261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232141,"about_ca_topic_score_gemma":0.0005192729,"domain_scores_codex":[0.9995311,0.00008118708,0.00003402024,0.00009789661,0.0002081988,0.00004750292],"domain_scores_gemma":[0.9996191,0.0001208324,0.00009190549,0.00004055383,0.00008277369,0.00004481274],"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":[0.00003569698,0.00001263398,0.00001027929,0.00003300128,0.000002775838,0.000009531435,0.000007184948,0.00008633173,0.9977099,0.00005990595,0.00004424853,0.001988523],"study_design_scores_gemma":[0.00000902227,0.0001159,0.0001511435,0.000003268771,0.000005193614,0.00003436171,0.000002042337,0.0006650788,0.9978771,0.00001976527,0.001112524,0.000004602301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7399606,0.009971976,0.2381063,0.000249131,0.0002330234,0.000821849,0.0007783699,0.002597105,0.007281637],"genre_scores_gemma":[0.8728524,0.003421787,0.1083405,0.0001487633,0.0000665957,0.0005172616,0.0009058038,0.0005125988,0.01323419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002349613,"threshold_uncertainty_score":0.007860243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203113601367715,"score_gpt":0.246721062026026,"score_spread":0.2346899260123488,"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."}}