{"id":"W4386645198","doi":"10.1016/j.eurpolymj.2023.112426","title":"Quantifying macroradical yields in peroxide-initiated polyolefin modifications","year":2023,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Peroxide; Radical; Fluorophore; Chemistry; Photochemistry; Polymer; Polymer chemistry; Alkoxy group; Alkyl; Polymerization; Fluorescence; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001160761,0.0001696695,0.0001808108,0.0003964903,0.0003791262,0.0003420342,0.0004482738,0.00004626299,0.001566124],"category_scores_gemma":[0.0001329833,0.0001468907,0.00007866826,0.000630268,0.0001247624,0.0003229085,0.0001117722,0.0003554096,0.002871957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003720798,"about_ca_system_score_gemma":0.00009753563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004057878,"about_ca_topic_score_gemma":0.00001884196,"domain_scores_codex":[0.9976116,0.0007012512,0.0005792997,0.0002539639,0.0003479426,0.0005058938],"domain_scores_gemma":[0.9992723,0.0000681477,0.0001491062,0.000239945,0.00004570873,0.0002247666],"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":[0.00003808911,0.00006488389,0.001273153,0.00001036914,0.000009779519,0.0003445421,0.001929569,0.0001313661,0.9881411,0.001767642,0.003284561,0.003004987],"study_design_scores_gemma":[0.00326113,0.000224377,0.07480147,0.0005492491,0.00005653504,0.00136749,0.002689662,0.004861141,0.8840324,0.0003638975,0.0263243,0.001468299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776388,0.00150188,0.0008954841,0.00218851,0.000727199,0.0000748321,0.00002259373,0.0003047468,0.0166459],"genre_scores_gemma":[0.9959714,0.0001755952,0.0001066459,0.0006412018,0.000213085,0.000002847303,0.00001153578,0.00005102615,0.002826707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041086,"threshold_uncertainty_score":0.9993466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126471065667121,"score_gpt":0.310273938606672,"score_spread":0.183802872939551,"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."}}