{"id":"W4389763059","doi":"10.1039/d3nr90245e","title":"Contents list","year":2023,"lang":"it","type":"article","venue":"Nanoscale","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Dalhousie University; Monash University; École Polytechnique Fédérale de Lausanne; McMaster University; Royal Society of Chemistry; Pennsylvania State University; Carnegie Mellon University; Indian Institute of Science; Nanyang Technological University; University of Minnesota; University of Pennsylvania; Royal Society; Seoul National University; Curtin University of Technology; Aarhus Universitet; Wayne State University","keywords":"Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000759122,0.001471942,0.001789514,0.004891353,0.002210466,0.003596385,0.002218992,0.001390877,0.8910888],"category_scores_gemma":[0.004311371,0.0005837546,0.001006053,0.00284381,0.0005381469,0.002591542,0.002575743,0.001446566,0.815812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136922,"about_ca_system_score_gemma":0.001943545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465821,"about_ca_topic_score_gemma":0.003175092,"domain_scores_codex":[0.9993807,0.00004608728,0.00003374726,0.0001401497,0.000305795,0.00009349408],"domain_scores_gemma":[0.9984041,0.0002828078,0.00009283897,0.0002638932,0.0006454759,0.0003109234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008675263,0.00007077133,0.0004082651,0.0006938194,0.00001599117,0.00004481214,0.00002297565,0.0001507501,0.002252754,0.004229437,0.9155235,0.07649997],"study_design_scores_gemma":[0.00002603631,0.00003883348,0.000490103,0.0002557572,0.00001702758,0.00007508286,0.00004076648,0.000202193,0.003248449,0.003334376,0.9922544,0.00001690403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001465598,0.00483645,0.007797408,0.002919056,0.007846867,0.001043714,0.2170654,0.009792186,0.7472333],"genre_scores_gemma":[0.009721243,0.00604703,0.01107612,0.00332224,0.001981546,0.00203591,0.2106748,0.003429097,0.7517119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1089112,"threshold_uncertainty_score":0.1553485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153376964485718,"score_gpt":0.2862140178217504,"score_spread":0.2446802481768933,"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."}}