{"id":"W2092851727","doi":"10.1063/1.2056587","title":"“Bridge Model” of nanoparticles deposited on pores area of the substrate during a membrane fabrication","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Membrane; Fabrication; Scanning electron microscope; Substrate (aquarium); Nanoparticle; Palladium; Aluminium; Deposition (geology); Porosity; Nanotechnology; Sputtering; Chemical engineering; Composite material; Thin film; Chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404403,0.0002640558,0.0002795522,0.0001751355,0.0002360125,0.0003491348,0.0006041687,0.0006341575,0.001692201],"category_scores_gemma":[0.0003394723,0.0002460829,0.0002483151,0.0001446651,0.0003078508,0.0006037473,0.000309126,0.0005842588,0.0004342058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277127,"about_ca_system_score_gemma":0.0002198976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004579548,"about_ca_topic_score_gemma":0.0004987015,"domain_scores_codex":[0.9998345,0.00001283016,0.000009121022,0.00005545589,0.00006050876,0.00002739862],"domain_scores_gemma":[0.9998416,0.00003949404,0.00002214948,0.00005340386,0.00002214737,0.00002118992],"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":[0.00005989162,0.00002275891,0.0001399857,0.00006592383,0.000006263268,0.0002569254,0.00005405717,0.000979336,0.9936041,0.002237146,0.0001164947,0.002456985],"study_design_scores_gemma":[0.000007352257,0.0001195185,0.0004883336,0.000005645871,0.000007296029,0.0002539222,0.00002500493,0.01208984,0.9835712,0.0004647946,0.002960775,0.000006268683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353849,0.0005048898,0.05418071,0.000196266,0.0001367672,0.00008614571,0.0002875538,0.0006054054,0.0086173],"genre_scores_gemma":[0.964537,0.0003450465,0.02909483,0.00005285155,0.000009821343,0.00005793513,0.0002886578,0.0000620267,0.005551863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001692201,"threshold_uncertainty_score":0.005661011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389898274089515,"score_gpt":0.2033028159105927,"score_spread":0.1894038331696975,"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."}}