{"id":"W4254468710","doi":"10.26434/chemrxiv.14390516","title":"Water-Dispersible and Ferroelectric PEGylated Barium Titanate Nanoparticles","year":2021,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Canada First Research Excellence Fund; University of Calgary","keywords":"Materials science; Barium titanate; Ferroelectricity; Nanoparticle; Tetragonal crystal system; Dielectric; Dispersant; Chemical engineering; Nanomaterials; Nanotechnology; Dynamic light scattering; Polyethylene glycol; Titanate; Crystal structure; Ceramic; Composite material; Optoelectronics; Optics; Dispersion (optics); Crystallography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007469,0.0002010826,0.00009626641,0.0001037145,0.00006538391,0.000162603,0.0001304062,0.0001872764,0.0008310308],"category_scores_gemma":[0.0001168133,0.0001282389,0.0001032302,0.00008414419,0.0001314723,0.0002423634,0.0001031808,0.0003198729,0.0003337684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472268,"about_ca_system_score_gemma":0.00008642462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003256363,"about_ca_topic_score_gemma":0.0005950057,"domain_scores_codex":[0.9999465,0.000005874981,0.000004191467,0.00001588825,0.00001883612,0.000008727472],"domain_scores_gemma":[0.9999579,0.000009079066,0.00001414635,0.00000458303,0.000007417966,0.000006874159],"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":[0.000009177987,0.000004117019,0.00001461436,0.000007116467,7.051487e-7,0.000006864076,0.00000373491,0.00003469002,0.9995565,0.00004154886,0.00000804851,0.0003128576],"study_design_scores_gemma":[0.000004732652,0.00003643921,0.0002072895,0.000001049175,0.000002116989,0.00002622848,0.000002718026,0.0004473492,0.9986787,0.00001653265,0.0005757723,0.000001034935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894117,0.0007290994,0.007296883,0.0001116887,0.00003520891,0.0000304177,0.0001576248,0.00008972204,0.002137664],"genre_scores_gemma":[0.9867625,0.0003644298,0.007131248,0.00004977041,0.000007897008,0.00002207298,0.0003341443,0.0000605839,0.005267412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008310308,"threshold_uncertainty_score":0.00278008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800224424112411,"score_gpt":0.2231394776552351,"score_spread":0.205137233414111,"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."}}