{"id":"W2071982361","doi":"10.1002/macp.200900553","title":"An Investigation of Free Radical Copolymerization Kinetics of the Bio‐renewable Monomer <i>γ</i>‐Methyl‐<i>α</i>‐methylene‐<i>γ</i>‐butyrolactone with Methyl methacrylate and Styrene","year":2010,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Polymer chemistry; Methyl methacrylate; Monomer; Styrene; Kinetics; Methylene; Polymerization; Chemistry; Radical polymerization; Reactivity (psychology); Materials science; Polymer; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001140038,0.0002920864,0.0003723027,0.00001145023,0.0000946287,0.00003353994,0.0003032678,0.000233618,0.00006377536],"category_scores_gemma":[0.00004059273,0.0002378629,0.00006876113,0.0002606106,0.0006565313,0.0001707028,0.0001129646,0.0003025596,1.191608e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008237027,"about_ca_system_score_gemma":0.0000504432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006138703,"about_ca_topic_score_gemma":0.000005421469,"domain_scores_codex":[0.9986432,0.00005036277,0.0003795198,0.0003939054,0.0003158648,0.0002172132],"domain_scores_gemma":[0.9984225,0.00007462542,0.0004673045,0.0007650874,0.0001168539,0.0001536541],"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":[0.00006297587,0.00009957079,0.00293643,0.0003005045,0.00007197835,0.000001128297,0.0002643031,0.00004914742,0.990584,0.0001011533,0.000001819557,0.005527046],"study_design_scores_gemma":[0.0006403752,0.00004076202,0.0005229191,0.00006826813,0.0001631907,0.00001137481,0.00006343416,0.0006404587,0.9964995,0.0009342553,0.0001457,0.0002697876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990202,0.0004514318,0.008666843,0.0000827857,0.00003742383,0.00008307528,0.0001543889,0.00002648301,0.0002956105],"genre_scores_gemma":[0.994313,0.0001121063,0.005157507,0.00005440195,0.0001028133,0.00001345038,0.0001234639,0.00004787649,0.00007537944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005915532,"threshold_uncertainty_score":0.9699768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004112040025698046,"score_gpt":0.1973020045272861,"score_spread":0.1931899645015881,"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."}}