{"id":"W3198255897","doi":"10.1016/j.jcis.2021.08.202","title":"Adhesion-Shielding based synthesis of interfacially active magnetic Janus nanoparticles","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Materials science; Contact angle; Wetting; Thermogravimetric analysis; Surface tension; Scanning electron microscope; Chemical engineering; Composite material; Fourier transform infrared spectroscopy; Adhesion","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":[0.0007679533,0.00008119344,0.000208127,0.000122678,0.000134634,0.0001098036,0.00024504,0.00002691998,0.0002098812],"category_scores_gemma":[0.00122542,0.0000641571,0.00004496851,0.0004517492,0.0003769906,0.0004888651,0.00009802801,0.00007034845,0.000004187858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004488363,"about_ca_system_score_gemma":0.0003602544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006355309,"about_ca_topic_score_gemma":0.000006503681,"domain_scores_codex":[0.9988074,0.00007765226,0.0003959631,0.0001646961,0.000370658,0.0001836192],"domain_scores_gemma":[0.9987487,0.0002092553,0.0002607038,0.0001371099,0.0005282087,0.000116042],"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":[0.00006697852,0.0000617364,0.0006150811,0.00001898472,0.000001861541,0.00000188457,0.0004300936,0.0005660775,0.9955185,0.00006042401,0.00001703999,0.002641323],"study_design_scores_gemma":[0.0001940139,0.0002690077,0.004079643,0.0002422073,0.00001654809,0.00003983335,0.0007235894,0.001578414,0.9925507,0.00009706378,0.000137104,0.00007193088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977721,0.0003020405,0.001001023,0.0002102325,0.0003420848,0.00004348532,0.000005906384,0.000005756813,0.0003173909],"genre_scores_gemma":[0.9968902,0.00003518564,0.002983605,0.00002856142,0.00001877251,0.000001227286,3.617664e-8,0.000004287805,0.00003809778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003464562,"threshold_uncertainty_score":0.2616251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274728345587179,"score_gpt":0.2650376223460331,"score_spread":0.2522903388901613,"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."}}