{"id":"W2031547224","doi":"10.1081/pre-120016298","title":"COMPARATIVE TRENDS OF COPOLYMERIZATIONS INVOLVING ALPHA METHYL STYRENE AT ELEVATED TEMPERATURES 1*","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Styrene; Alpha (finance); Chemistry; Materials science; Polymer chemistry; Organic chemistry; Polymer; Copolymer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003061696,0.0002566378,0.0003466172,0.000230785,0.0001201333,0.00002152293,0.0001174037,0.0001076149,0.002148016],"category_scores_gemma":[0.00002529631,0.0002712339,0.000101793,0.0004615074,0.00003623109,0.0002961551,0.00003648722,0.0001649357,0.00001575811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008965256,"about_ca_system_score_gemma":0.000006333322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003132043,"about_ca_topic_score_gemma":0.000003762463,"domain_scores_codex":[0.9988208,0.00001490435,0.00041021,0.0002740279,0.0002177773,0.0002622993],"domain_scores_gemma":[0.9992471,0.00009360792,0.0002250099,0.0002857072,0.00004775181,0.0001007989],"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":[0.00001228445,0.00007046112,0.0002874352,0.0000395675,0.00009578008,0.00000135241,0.0005485433,0.0002384045,0.9963198,0.000233836,0.00004621011,0.00210634],"study_design_scores_gemma":[0.00026212,0.00001063458,0.0005040184,0.00007092235,0.00004904904,0.00001252623,0.0001034664,0.01296834,0.9831936,8.156412e-7,0.002566478,0.0002580189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831256,0.008911986,0.001633279,0.0001140417,0.0003694363,0.00005686455,0.0001169858,0.0004223992,0.005249435],"genre_scores_gemma":[0.9947897,0.000309923,0.0001575592,0.00001746996,0.0001398285,0.0000305325,0.0001821847,0.00004825375,0.004324503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312617,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967710172388436,"score_gpt":0.2363034671356428,"score_spread":0.2166263654117584,"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."}}