{"id":"W7043734658","doi":"","title":"Synthesis and self-assembly of gradient copolymers","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Copolymer; Dispersity; Polymer; Polymerization; Styrene; Methyl methacrylate; Living polymerization; Radical polymerization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000239069,0.0008051925,0.0009834635,0.000263413,0.000563445,0.00004101261,0.0004902884,0.0008499384,0.0007719318],"category_scores_gemma":[0.0003618415,0.0007536591,0.0003265462,0.0002122235,0.00007299295,0.0005123485,0.00009489989,0.0005127808,0.00005697285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177532,"about_ca_system_score_gemma":0.00005118594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006958699,"about_ca_topic_score_gemma":0.00006709828,"domain_scores_codex":[0.9966,0.0001077123,0.00100535,0.001023504,0.0006400564,0.0006233932],"domain_scores_gemma":[0.99702,0.0004887118,0.001159806,0.0007798382,0.0002289327,0.0003227197],"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":[0.0001507426,0.0002079042,0.0000456929,0.0008692992,0.0002981931,0.00001260667,0.00001233074,1.689159e-7,0.7558857,0.00725215,0.000001018293,0.2352642],"study_design_scores_gemma":[0.000406548,0.0000360614,0.0003415145,0.00117881,0.0004143756,0.000014215,0.0002210688,0.000003591304,0.9839051,0.0008382114,0.0118033,0.0008372043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134359,0.000804869,2.476816e-7,0.00000998294,0.0004850168,0.0001690181,0.001925856,0.0002261659,0.08294296],"genre_scores_gemma":[0.9911525,0.002029994,0.0001935162,0.0000347793,0.00006813362,0.0001667172,0.0003826285,0.000244318,0.005727468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.234427,"threshold_uncertainty_score":0.9994915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007764041631255335,"score_gpt":0.2190446194540102,"score_spread":0.2112805778227549,"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."}}