{"id":"W3213098077","doi":"10.1002/cjce.24326","title":"Starch nanoparticles as <scp>Pickering</scp> emulsifiers in miniemulsion polymerization of styrene","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"EcoSynthetix (Canada); Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Studienstiftung des Deutschen Volkes; Ontario Centres of Excellence","keywords":"Miniemulsion; Succinic anhydride; Pickering emulsion; Polymer chemistry; Styrene; Polymerization; Materials science; Chemical engineering; Chemistry; Copolymer; Nanoparticle; Polymer; Composite material; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002949613,0.00008896772,0.0001772686,0.0001116051,0.0000422695,0.00004276984,0.000186801,0.0000548378,0.00004854297],"category_scores_gemma":[0.001025953,0.00007490973,0.00004781285,0.0003708879,0.00006598079,0.0001271095,0.00002417673,0.0001361265,0.00000368557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053822,"about_ca_system_score_gemma":0.0003422686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000772923,"about_ca_topic_score_gemma":0.0003915616,"domain_scores_codex":[0.9989986,0.000038054,0.0003965003,0.00009795126,0.0001993897,0.0002695066],"domain_scores_gemma":[0.9992133,0.0001597678,0.0001102776,0.0001513848,0.0001350439,0.0002302593],"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":[0.000005010557,0.00001143812,0.0008814594,0.00002186459,0.000004612827,0.00002488298,0.0009981934,0.02245717,0.9749806,0.0003155502,0.00001139108,0.0002878156],"study_design_scores_gemma":[0.0002325311,0.00003302744,0.001274061,0.0001104882,0.000009392975,0.00004895555,0.0001378013,0.004234936,0.9935514,0.0001122442,0.0002152302,0.0000399556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988508,0.0004399919,0.0002466664,0.0001518661,0.0002053386,0.00004071154,0.000005188253,0.000006376873,0.00005311248],"genre_scores_gemma":[0.9992748,0.000005624319,0.0006092375,0.00002475098,0.00005127313,0.000001499016,0.000002225102,0.00001338703,0.00001721763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857076,"threshold_uncertainty_score":0.305473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101011018004578,"score_gpt":0.2174181059256448,"score_spread":0.206407995745599,"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."}}