{"id":"W2160299327","doi":"10.1002/mren.200700010","title":"Atom‐Transfer Radical Batch and Semibatch Polymerization of Styrene","year":2007,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Styrene; Polymerization; Atom-transfer radical-polymerization; Polymer chemistry; Solubility; Radical polymerization; Chemistry; Polymer; Kinetics; Catalysis; Chemical engineering; Copolymer; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008926782,0.0001403135,0.0001580999,0.00007719501,0.00003362205,0.00001163495,0.00005318695,0.0001127177,0.00008324084],"category_scores_gemma":[0.0000185045,0.0001582665,0.00004728453,0.0001412911,0.00002425792,0.0001114485,0.00001489967,0.0001128199,0.000001449953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943911,"about_ca_system_score_gemma":0.000008227166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556386,"about_ca_topic_score_gemma":9.862796e-7,"domain_scores_codex":[0.9991804,0.00000480877,0.0002678736,0.0001902129,0.0001667909,0.0001898643],"domain_scores_gemma":[0.9996582,0.00003370896,0.00004614602,0.0001536613,0.00002520968,0.00008308228],"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":[0.00001959098,0.00002432098,0.0003733129,0.00008367817,0.0000260573,0.000008216703,0.0000833879,0.00006227808,0.9839483,0.00051615,5.814077e-7,0.01485411],"study_design_scores_gemma":[0.000224907,0.000008428275,0.001602342,0.00005632154,0.00002393396,0.00003807255,0.00003308676,0.001189812,0.9928242,0.000005097595,0.003840126,0.0001536995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6614003,0.0002139088,0.3378111,0.00001754308,0.00005873172,0.0000255891,0.000005251701,0.00006656491,0.0004009336],"genre_scores_gemma":[0.998911,0.00008745584,0.0007448369,0.00001362742,0.00007860564,0.000004172559,0.00005347305,0.00003844526,0.00006833847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375107,"threshold_uncertainty_score":0.6453922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003392892366976235,"score_gpt":0.1941324605953844,"score_spread":0.1907395682284082,"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."}}