{"id":"W3155660789","doi":"10.1002/mats.202100003","title":"Toward Olefin Multiblock Copolymers with Tailored Properties: A Molecular Perspective","year":2021,"lang":"en","type":"article","venue":"Macromolecular Theory and Simulations","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Comonomer; Copolymer; Materials science; Polymerization; Monomer; Elastomer; Polymer; Post-metallocene catalyst; Ethylene; Topology (electrical circuits); Catalysis; Polymer chemistry; Polymer science; Organic chemistry; Chemistry; Metallocene; Composite material; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00005736076,0.0002189096,0.0002079985,0.00004561987,0.0002229708,0.00007872583,0.0000866087,0.00009074439,0.0006961399],"category_scores_gemma":[0.0001266204,0.0001937169,0.00007003651,0.0001862308,0.0001510936,0.0001183966,0.0000559371,0.0001364399,0.000006208564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004031921,"about_ca_system_score_gemma":0.00007401728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008115685,"about_ca_topic_score_gemma":0.000003563462,"domain_scores_codex":[0.9988751,0.0001115419,0.0001868722,0.000417028,0.0001732774,0.0002362225],"domain_scores_gemma":[0.9992418,0.00008651189,0.00007815457,0.0003236496,0.0001653642,0.0001045031],"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":[0.0001993273,0.0001157884,0.0001704663,0.00005104057,0.0001685255,0.0001870402,0.002298909,0.001744871,0.9540614,0.03943903,9.482239e-7,0.001562676],"study_design_scores_gemma":[0.0007865573,0.00002461769,0.00003445588,0.0001006861,0.00012036,0.00006925339,0.004223852,0.002959627,0.9872035,0.003572289,0.0005566865,0.0003481281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455503,0.002745032,0.04673573,0.0003021993,0.00002701859,0.0001035428,0.00005998114,0.0001005247,0.004375722],"genre_scores_gemma":[0.9980843,0.00002887397,0.0005231485,0.0002544709,0.00002991747,0.00002347435,0.00008633207,0.00004524001,0.0009242397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05253406,"threshold_uncertainty_score":0.7899545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050984336291694,"score_gpt":0.2267808941656939,"score_spread":0.216271050802777,"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."}}