{"id":"W1970628741","doi":"10.1021/ie0494317","title":"Heterogeneous Atom Transfer Radical Polymerization of Methyl Methacrylate at Low Metal Salt Concentrations","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polymerization; Chemistry; Methyl methacrylate; Metal; Radical polymerization; Salt (chemistry); Atom-transfer radical-polymerization; Polymer chemistry; Bulk polymerization; Organic chemistry; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003241225,0.0002678209,0.0003815855,0.0000770063,0.0001414191,0.00004091468,0.0003469305,0.00046507,0.002619379],"category_scores_gemma":[0.000231623,0.0002888955,0.0001631925,0.0004104638,0.0001691473,0.0001721685,0.00008421996,0.0006731554,0.00001494653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602652,"about_ca_system_score_gemma":0.0001928126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540639,"about_ca_topic_score_gemma":0.000001217852,"domain_scores_codex":[0.9975681,0.00004905707,0.0006120966,0.0004267239,0.000736785,0.0006072705],"domain_scores_gemma":[0.998835,0.000275376,0.0000753165,0.0004205036,0.0001301798,0.0002635701],"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":[0.00009329678,0.0001030805,0.0001177048,0.0001079206,0.0001132652,0.000005454204,0.000113212,0.004365955,0.990864,0.00007754566,0.00002006632,0.004018539],"study_design_scores_gemma":[0.0008032424,0.00001394094,0.000007464034,0.0001080582,0.00003664833,0.00001970417,0.00002450462,0.004211097,0.9847201,0.000002673538,0.009807497,0.0002451454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997566,0.0005959215,0.0007442415,0.0002159562,0.00009741594,0.0001236407,0.0001577386,0.0001122007,0.0003868528],"genre_scores_gemma":[0.9975854,0.00008255027,0.0001131407,0.000006323703,0.001041413,0.00005265724,0.0002082805,0.00006665189,0.0008436023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009787431,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510046507466289,"score_gpt":0.3003234420283395,"score_spread":0.2552229769536766,"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."}}