{"id":"W2027574165","doi":"10.1002/macp.201200165","title":"A Combined Computational and Experimental Study on the Free‐Radical Copolymerization of Styrene and Hydroxyethyl Acrylate","year":2012,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Copolymer; Acrylate; Polymer chemistry; Intermolecular force; Monomer; Intramolecular force; Reactivity (psychology); Styrene; Arrhenius equation; Radical polymerization; Polymerization; Chemistry; Materials science; Physical chemistry; Molecule; Organic chemistry; Polymer","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":[],"consensus_categories":[],"category_scores_codex":[0.00005201971,0.0001299806,0.0001316732,0.00000336692,0.0001404025,0.00002383739,0.00008642557,0.00005149083,0.00007022151],"category_scores_gemma":[0.00000994085,0.0001131111,0.00002235587,0.00007041373,0.000206422,0.00004036627,0.0001010072,0.00009743647,2.625503e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006881818,"about_ca_system_score_gemma":0.000009451756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008576845,"about_ca_topic_score_gemma":2.697544e-8,"domain_scores_codex":[0.9994094,0.00001577987,0.0001518507,0.000166172,0.0001420758,0.0001147182],"domain_scores_gemma":[0.9995571,0.00005221019,0.0000908374,0.0002059095,0.00001587402,0.000078046],"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":[0.00002046165,0.0005410938,0.001120293,0.00003722327,0.00003447319,6.295607e-7,0.0006711128,0.00000500738,0.9949507,0.002248223,0.00001686914,0.0003539066],"study_design_scores_gemma":[0.0005370528,0.00004075943,0.0002230434,0.00001587151,0.00002346999,0.000005663476,0.0004047555,0.001370629,0.9959725,0.001239662,0.00004872784,0.0001178786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965836,0.0002517858,0.001792892,0.00008266705,0.000004973582,0.0001113017,0.00005504435,0.00002912859,0.001088655],"genre_scores_gemma":[0.9995496,0.00001234363,0.0001609935,0.00006586528,0.00004015379,0.00004888669,0.00007507939,0.0000141111,0.00003296085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002966054,"threshold_uncertainty_score":0.4612537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009206454632197813,"score_gpt":0.2467263724934296,"score_spread":0.2375199178612318,"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."}}