{"id":"W4211027936","doi":"10.13102/semic.vi24.6978","title":"MONTAGEM DE UM SISTEMA ÓTICO PARA ESTUDOS DA DEPOSIÇÃO DE NANOPARTÍCULAS EM SUPERFÍCIES SÓLIDAS","year":2021,"lang":"pt","type":"article","venue":"Anais dos Seminários de Iniciação Científica","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Physics; Chemistry; Materials science","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001413455,0.0009909901,0.001118916,0.00005915644,0.001914786,0.001470018,0.001883039,0.0008006631,0.001085143],"category_scores_gemma":[0.0007758426,0.0005038935,0.0009372018,0.002749009,0.0004910849,0.0006299372,0.0008599099,0.001033852,0.0004147036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991221,"about_ca_system_score_gemma":0.000402033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007486899,"about_ca_topic_score_gemma":0.008454063,"domain_scores_codex":[0.9919726,0.0008321633,0.001283103,0.001830981,0.001328649,0.002752558],"domain_scores_gemma":[0.9963985,0.0008290129,0.0005180174,0.0005187538,0.0004779614,0.001257763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001797886,0.002498195,0.2501316,0.0002930324,0.0004687553,0.001787677,0.02775788,0.0002892601,0.639031,0.000999281,0.0258062,0.05075736],"study_design_scores_gemma":[0.001066264,0.001850778,0.718093,0.001208538,0.0007387678,0.001401558,0.1146924,0.003749511,0.1029852,0.0004502406,0.05070312,0.003060568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981657,0.006369374,0.00002628704,0.008483985,0.0007537034,0.0006036726,0.0001606302,0.0002477299,0.001697667],"genre_scores_gemma":[0.9873412,0.001492398,0.0003874776,0.003465163,0.0008576856,0.000108183,0.0001201391,0.00001488452,0.006212823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360458,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067649372039974,"score_gpt":0.2677051874129522,"score_spread":0.2270286936925524,"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."}}