{"id":"W3000064435","doi":"10.5772/intechopen.89972","title":"Multilayer Thin Films on Fine Particles","year":2020,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"ZnO doping and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Nanotechnology; Thin film; Biomolecule; Nanoparticle; Particle (ecology); Core (optical fiber); Range (aeronautics); Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002074249,0.0003703871,0.0004244895,0.00006122093,0.0001230191,0.0001893275,0.0005810708,0.0002569245,0.003701186],"category_scores_gemma":[0.00008568243,0.0002816592,0.0001383645,0.000006936984,0.0001794471,0.00004845752,0.000267183,0.0004652673,0.01054057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003613095,"about_ca_system_score_gemma":0.0000741965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006535658,"about_ca_topic_score_gemma":0.0000417847,"domain_scores_codex":[0.9984397,0.00003189391,0.0003841453,0.0005440883,0.0003395261,0.0002606205],"domain_scores_gemma":[0.9990169,0.00008897777,0.0001723352,0.0005270763,0.00006964675,0.0001250035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001455627,0.00007221651,0.00000482256,0.0004120491,0.0002094402,0.0005195261,0.004363007,0.0005187004,0.4870216,0.2442244,0.1779717,0.08322693],"study_design_scores_gemma":[0.0002586143,0.0003040689,9.829786e-7,0.0007401297,0.00003439905,0.000009584159,0.00002587975,0.0004278978,0.4751253,0.01053911,0.512024,0.0005100013],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002648824,0.0001641183,0.00003297964,0.0006655135,0.0007018516,0.0004093654,0.00007876887,0.0003608239,0.9949378],"genre_scores_gemma":[0.1970516,0.000008029712,0.001045927,0.00193089,0.0002918237,0.00004316596,0.00001021267,0.0001047017,0.7995137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3340523,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060969167696842,"score_gpt":0.2552466010308914,"score_spread":0.1946369093539229,"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."}}