{"id":"W4214867911","doi":"10.1002/9783527815562.mme0027","title":"Polymerizations in Aqueous Dispersed Media","year":2022,"lang":"en","type":"other","venue":"","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Polymerization; Polymer; Aqueous medium; Aqueous solution; Chemical engineering; Materials science; Nanotechnology; Yield (engineering); Polymer chemistry; Chemistry; Organic chemistry; Engineering; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001272347,0.0001937754,0.0002226933,0.0001542455,0.0000309375,0.00001270276,0.0001826441,0.0001622187,0.512369],"category_scores_gemma":[0.000023936,0.0001970093,0.00005262823,0.0001494947,0.00002702628,0.00002531785,0.00006091434,0.000164112,0.00007444689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005371127,"about_ca_system_score_gemma":0.00003600973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754844,"about_ca_topic_score_gemma":0.0003730216,"domain_scores_codex":[0.9991792,0.00001289644,0.0001861684,0.0002775075,0.000165104,0.0001790899],"domain_scores_gemma":[0.9994622,0.0000378542,0.0001261518,0.0003236391,0.000002836793,0.00004734285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007934929,0.001352995,0.008796912,0.0007200188,0.0003637318,0.0002654773,0.002458544,0.00001882012,0.2087303,0.01322506,0.4246936,0.3392952],"study_design_scores_gemma":[0.00020715,0.000001988076,0.00003554975,0.00004777952,0.00001583689,0.000002607917,0.0002983061,0.00003872759,0.005073198,0.00001663195,0.9939343,0.0003279642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009164904,0.001142157,0.0001925543,0.00007264822,0.0001708666,0.00004611868,0.0002696001,0.0002680998,0.9977463],"genre_scores_gemma":[0.004904864,0.0003690152,0.0001403086,0.0001295511,0.0002940276,0.00008287222,0.001826082,0.0005004747,0.9917528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5692406,"threshold_uncertainty_score":0.8033807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006448883020362627,"score_gpt":0.2085151999411919,"score_spread":0.2020663169208292,"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."}}