{"id":"W2037484952","doi":"10.1002/macp.200600279","title":"Polymer Reaction Engineering VI Halifax, Canada May 21–26, 2006","year":2006,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Polymer science; Section (typography); Macromolecule; Polymer; Polymer chemistry; Library science; Chemistry; Computer science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001802874,0.000224622,0.000165812,0.000003059309,0.00009420667,0.00003849539,0.00008795758,0.0000978587,0.0001205076],"category_scores_gemma":[0.00000589777,0.0002562278,0.00005279751,0.00007676621,0.00002512969,0.00007522445,0.00003153653,0.0001505751,0.000002501529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006361373,"about_ca_system_score_gemma":0.00006176843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949202,"about_ca_topic_score_gemma":0.0004861598,"domain_scores_codex":[0.9990881,0.000004439521,0.0001874238,0.0002826024,0.000179727,0.0002576847],"domain_scores_gemma":[0.999532,0.0000189154,0.0000988399,0.0002462832,0.00002644568,0.00007751001],"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":[0.000007872733,0.00003158443,0.0001653433,0.0001226241,0.000025104,0.00002654347,0.000008248011,0.00005347471,0.9957957,0.0001297089,0.0002149209,0.003418829],"study_design_scores_gemma":[0.0001628468,0.000001394169,0.00009002491,0.00003509993,0.00003221516,0.00002501045,0.00001358668,0.0007838489,0.9808375,0.00004433716,0.01768606,0.000288117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843852,0.0009395096,0.004183945,0.0001576946,0.00009458859,0.00003635819,0.0001852468,0.0001465843,0.009870858],"genre_scores_gemma":[0.9960473,0.00001808352,0.00009902118,0.00005537301,0.0005136734,0.00001244149,0.0003381871,0.00005252352,0.00286344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01900586,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002620692878032779,"score_gpt":0.169510425095388,"score_spread":0.1668897322173553,"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."}}