{"id":"W3156792116","doi":"10.1039/d1ma00317h","title":"Water-dispersible and ferroelectric PEGylated barium titanate nanoparticles","year":2021,"lang":"en","type":"article","venue":"Materials Advances","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Excellence Research Chairs, Government of Canada","keywords":"Barium titanate; Materials science; Ferroelectricity; Nanoparticle; Chemical engineering; Nanotechnology; Composite material; Ceramic; Dielectric; Optoelectronics; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006270903,0.0003455431,0.0005872274,0.0001138838,0.0003409662,0.0004643901,0.0002498812,0.0001308297,0.006945819],"category_scores_gemma":[0.0001480634,0.0002601147,0.00004797264,0.0003643066,0.0001195036,0.0005867398,0.0001629591,0.0000782399,0.0005799321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005665559,"about_ca_system_score_gemma":0.00008882971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005801482,"about_ca_topic_score_gemma":0.00002708661,"domain_scores_codex":[0.9971299,0.0003252789,0.0005840554,0.000710086,0.0003313898,0.0009192885],"domain_scores_gemma":[0.9990522,0.00009321961,0.000129689,0.00037101,0.0001753254,0.0001786016],"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":[0.000157481,0.00005827476,0.00003993603,0.0001099398,0.00001444613,0.00008411693,0.0001422784,0.00001388691,0.9968386,0.001011793,0.0002731984,0.001256075],"study_design_scores_gemma":[0.0005059759,0.0001485134,0.0001330997,0.00002624703,0.00004364732,0.0001590835,0.00006281206,0.00004878675,0.9842784,0.002641036,0.01155769,0.0003947524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910724,0.005298868,0.0001836381,0.0005328117,0.001190789,0.0002201133,0.00005271459,0.0002504875,0.001198216],"genre_scores_gemma":[0.996137,0.001163401,0.0008204072,0.0002403077,0.000214117,0.0000450239,0.00005479879,0.00004351828,0.001281458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256022,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008036621559534829,"score_gpt":0.2248961642042229,"score_spread":0.2168595426446881,"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."}}