{"id":"W4323349235","doi":"10.1002/cjce.24895","title":"Organosilicon‐functionalized polyolefins, a kind of designable and versatile polymer: From preparation to applications","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organosilicon; Polymer; Surface modification; Materials science; Polyethylene; Thermal stability; Chlorosilane; Hydrosilylation; Compatibility (geochemistry); Polymer chemistry; Thermostability; Polymer science; Chemical engineering; Silicon; Organic chemistry; Chemistry; Composite material; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484455,0.00006701148,0.0001303908,0.00006983683,0.00004568538,0.00003205808,0.0001560623,0.00004639649,0.0002328555],"category_scores_gemma":[0.000105843,0.0000565032,0.00002957355,0.0002071176,0.00003798493,0.00005885794,0.00001466389,0.00007910541,0.00001542864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005802412,"about_ca_system_score_gemma":0.0002360885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513564,"about_ca_topic_score_gemma":0.00006461863,"domain_scores_codex":[0.999439,0.000007031609,0.0002098679,0.00008181168,0.0001175782,0.000144734],"domain_scores_gemma":[0.9994105,0.0001155322,0.00006669021,0.0001174306,0.00005936992,0.0002305207],"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":[0.00001248548,0.000002156619,0.00007861802,0.00000882122,0.00001001916,0.000001714193,0.0002725759,0.0009428205,0.9980392,0.00008496738,0.0004588647,0.0000876875],"study_design_scores_gemma":[0.0001536604,0.00001142118,0.0001538658,0.00002531878,0.00001728153,0.00001371826,0.0000302772,0.0002632387,0.9985809,0.00009767853,0.0005954865,0.000057116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99878,0.0003582808,0.0002366334,0.0004242071,0.00005980521,0.00006483081,0.00002575639,0.00001200783,0.00003846731],"genre_scores_gemma":[0.9995374,0.000001753711,0.0002219734,0.00005338639,0.0001133017,0.00000848022,0.000005496411,0.000008905679,0.00004927287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001448946,"threshold_uncertainty_score":0.2549605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009297306755430206,"score_gpt":0.203564290434743,"score_spread":0.1942669836793128,"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."}}