{"id":"W3212093564","doi":"10.1007/978-3-030-84413-4_2","title":"Modifications to the ART Procedure","year":2021,"lang":"en","type":"book-chapter","venue":"Springer theses","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stacking; Layer (electronics); Carbon nanotube; Substrate (aquarium); Nanotechnology; Materials science; Simple (philosophy); Chemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006580928,0.00117395,0.001090576,0.002198208,0.001468081,0.002354116,0.00222865,0.001312458,0.4044442],"category_scores_gemma":[0.001692953,0.0006834252,0.001063135,0.001832442,0.0009199599,0.002143875,0.002164012,0.003609727,0.4720812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008030813,"about_ca_system_score_gemma":0.001117578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340445,"about_ca_topic_score_gemma":0.005912496,"domain_scores_codex":[0.9991801,0.00007843461,0.00003879404,0.0001806441,0.0004341904,0.00008780164],"domain_scores_gemma":[0.9993994,0.00006618741,0.00001643988,0.0002388288,0.0002266961,0.00005241891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001193703,0.0001414667,0.00008322154,0.0003867186,0.00001181279,0.000169213,0.0001958548,0.0002384246,0.01522368,0.03045579,0.6711778,0.2817967],"study_design_scores_gemma":[0.000003668412,0.000008563496,0.00006867258,0.00002213669,0.000002601611,0.00008306775,0.00001403796,0.00005483013,0.001641636,0.001578551,0.9965148,0.000007440392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00142862,0.004271028,0.03356943,0.002248125,0.01129629,0.000679372,0.005100786,0.006622185,0.9347841],"genre_scores_gemma":[0.002924212,0.00211213,0.01095603,0.0009049125,0.0003595836,0.0003172972,0.002321232,0.001788072,0.9783166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4044442,"threshold_uncertainty_score":0.849488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310556389495313,"score_gpt":0.2539882046106831,"score_spread":0.2229325656611518,"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."}}