{"id":"W4223597133","doi":"10.1186/s42252-022-00031-x","title":"Exploring the effect of block copolymer architecture and concentration on the microstructure, electrical conductivity and rheological properties of PP/PS blend nanocomposites","year":2022,"lang":"en","type":"article","venue":"Functional Composite Materials","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Petroleum Technology Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Materials science; Polypropylene; Polystyrene; Conductivity; Polymer blend; Styrene; Composite material; Polymer chemistry; Nanocomposite; Rheology; Chemical engineering; Polymer; Chemistry; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006443892,0.0002272656,0.0003982194,0.00003963876,0.0006899906,0.00009624242,0.000209311,0.00003696909,0.0002527269],"category_scores_gemma":[0.00003925577,0.0001108906,0.0000548452,0.0001268031,0.0005687207,0.0001084349,0.0002890647,0.0001726767,0.00000191701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002298376,"about_ca_system_score_gemma":0.00002886939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001579711,"about_ca_topic_score_gemma":9.349612e-7,"domain_scores_codex":[0.9976408,0.001088751,0.0003653565,0.00030537,0.0003672673,0.0002323923],"domain_scores_gemma":[0.9988908,0.0006034621,0.0002205957,0.0002022297,0.00004259579,0.00004033965],"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":[0.00244851,0.00003311187,0.0007686936,0.00006527414,0.0000399201,9.868028e-7,0.0002252652,0.0001782677,0.9947033,0.001360215,0.00006621597,0.0001102381],"study_design_scores_gemma":[0.0004369217,0.001116227,0.005730084,0.00003505265,0.0000557169,0.0001360145,0.00002163488,0.00003246565,0.9919428,0.00007951359,0.0002806,0.000133001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962268,0.001956758,0.000006681119,0.0005205605,0.0005077627,0.0005788525,0.0001394354,0.00002671367,0.00003637874],"genre_scores_gemma":[0.9994866,0.0000314584,0.00003123513,0.0001357217,0.00009927466,0.0001603028,0.00001390181,0.0000135858,0.00002787836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00496139,"threshold_uncertainty_score":0.530692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595919456576228,"score_gpt":0.2057676516583621,"score_spread":0.1698084570925998,"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."}}