{"id":"W4367367779","doi":"10.1002/aisy.202300015","title":"A 3D‐Printed Computer","year":2023,"lang":"en","type":"article","venue":"Advanced Intelligent Systems","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Computer science; Computation; Context (archaeology); 3d printed; Data stream mining; Computer hardware; Artificial intelligence; Data mining; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002403386,0.0004960735,0.0004131794,0.0005102555,0.0004266321,0.001363357,0.001373861,0.001146385,0.04851926],"category_scores_gemma":[0.0009943428,0.0003862569,0.0005896313,0.000516103,0.0006786838,0.001185709,0.001145033,0.0009233434,0.01062119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308963,"about_ca_system_score_gemma":0.0005721563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009932668,"about_ca_topic_score_gemma":0.0008078403,"domain_scores_codex":[0.999627,0.00004351709,0.00001962025,0.00009581958,0.0001884076,0.00002553461],"domain_scores_gemma":[0.9995058,0.0001335391,0.00002798675,0.0001902683,0.00009679893,0.00004569807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007651799,0.0002271795,0.001785712,0.0007585189,0.0001463023,0.000934931,0.0004159922,0.04901246,0.1868525,0.1479253,0.1097463,0.5014296],"study_design_scores_gemma":[0.0001533671,0.0005250624,0.001758021,0.0001298047,0.00008243016,0.001568484,0.00007852334,0.1999139,0.1082249,0.01942166,0.6679888,0.000154988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0304761,0.001370507,0.8062623,0.0015772,0.001699436,0.0004436853,0.003852697,0.02054489,0.1337732],"genre_scores_gemma":[0.3354949,0.001183487,0.5583128,0.001146355,0.0002631663,0.0006607088,0.003152421,0.000720285,0.0990659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04851926,"threshold_uncertainty_score":0.162313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445448199373834,"score_gpt":0.2672090180352963,"score_spread":0.2427545360415579,"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."}}