{"id":"W2734705080","doi":"10.71781/11384","title":"Synthesis and characterization of cationic polymers derived from cholic acid","year":2006,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Polymer Synthesis and Characterization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholic acid; Cationic polymerization; Characterization (materials science); Polymer; Chemistry; Materials science; Organic chemistry; Nanotechnology; Bile acid; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001538293,0.0002608352,0.0004815292,0.0001205677,0.0001242402,0.0003083995,0.000443852,0.0002569296,0.006278689],"category_scores_gemma":[0.00004398775,0.0002649906,0.00005237811,0.0001241126,0.00005041472,0.0004837917,0.00006165028,0.00007121872,0.0001258286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000330343,"about_ca_system_score_gemma":0.0001583857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008563328,"about_ca_topic_score_gemma":0.0003613823,"domain_scores_codex":[0.9984163,0.0001036664,0.0005350664,0.0005140367,0.0002360236,0.0001949067],"domain_scores_gemma":[0.9986559,0.0000593714,0.0008036454,0.0003403573,0.00007732258,0.00006342574],"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":[0.00006007587,0.00004794258,0.0001109374,0.00002141188,0.00001724821,6.75231e-7,0.0006123429,7.819174e-8,0.9078307,0.000003262816,0.000003362902,0.09129199],"study_design_scores_gemma":[0.0001294324,0.00001243591,0.08968267,0.0002120651,0.0001314752,7.224008e-7,0.0001239101,0.00001493915,0.9089031,0.000008139461,0.0005374311,0.0002437296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943759,0.0001946087,0.00003089421,0.0000392042,0.0004037511,0.0003537614,0.0009128501,0.00000385827,0.00368513],"genre_scores_gemma":[0.9900925,0.00009825573,0.0004010294,0.000013823,0.0001122584,0.00008033314,0.006337557,0.00004219273,0.002822035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09104826,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596576888363133,"score_gpt":0.2558395010369283,"score_spread":0.239873732153297,"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."}}