{"id":"W4408030680","doi":"10.1016/b978-0-323-90649-4.00003-1","title":"Polymerization Principles","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001810012,0.001029697,0.0005416519,0.001004082,0.0007977567,0.001326709,0.0008561895,0.0008969834,0.06773276],"category_scores_gemma":[0.0001890657,0.0005234892,0.0003797869,0.0007444268,0.0006925047,0.001494183,0.001050672,0.001869963,0.05059363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006449125,"about_ca_system_score_gemma":0.0004295935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000485994,"about_ca_topic_score_gemma":0.0007885123,"domain_scores_codex":[0.9997799,0.00001315395,0.000006875019,0.00005969046,0.0001150564,0.00002531491],"domain_scores_gemma":[0.9999553,0.000008053948,0.000002845148,0.00001287514,0.00001500011,0.000005864856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000425442,0.00009021582,0.00008884062,0.0005535311,0.00001070453,0.0001639301,0.0002774328,0.001395888,0.02545811,0.435165,0.1129348,0.423819],"study_design_scores_gemma":[0.0000036458,0.00001525273,0.000094772,0.00007112854,0.000003433067,0.0001614391,0.00001585259,0.0006658991,0.006658733,0.03972648,0.9525752,0.000007961124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001770005,0.01375019,0.04262495,0.0007134737,0.001035356,0.00007919747,0.0003751506,0.0009772949,0.9386744],"genre_scores_gemma":[0.01134074,0.009107837,0.01180464,0.0003572417,0.00020702,0.0001115701,0.0003468441,0.0003062092,0.9664179],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06773276,"threshold_uncertainty_score":0.2265886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313710192691807,"score_gpt":0.2261945269945521,"score_spread":0.213057425067634,"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."}}