{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003143221,0.0002080698,0.0002679587,0.0001802719,0.0001829775,0.0002279951,0.001093331,0.00006330614,0.000005696141],"category_scores_gemma":[0.00001859627,0.0001714793,0.0001065926,0.001160818,0.00002838926,0.0003105471,0.0006296794,0.0001966861,0.001081228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005076388,"about_ca_system_score_gemma":0.00002093589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002076005,"about_ca_topic_score_gemma":0.000002030167,"domain_scores_codex":[0.997991,0.00009480905,0.0004415571,0.000557066,0.0003452005,0.0005703966],"domain_scores_gemma":[0.9986906,0.0001999738,0.0001336117,0.0007154312,0.0001122448,0.0001481578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006793634,0.00003991121,0.0003708331,0.00008205925,0.00004695243,0.0001574185,0.000351716,0.7894458,0.0008104025,0.02796079,0.006555851,0.1741715],"study_design_scores_gemma":[0.0001135005,0.00007396472,0.0003045292,0.0001448024,0.000001667697,0.00003577377,0.00003596548,0.9338593,0.0004629645,0.0002982521,0.06444768,0.0002215733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01823387,0.0003786487,0.9729671,0.0003386684,0.005315035,0.0003767956,9.49765e-7,0.001374002,0.001014899],"genre_scores_gemma":[0.9775412,0.000173398,0.0190817,0.0002604419,0.0005000079,0.00003915877,0.000008752257,0.00003323524,0.002362117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9593073,"threshold_uncertainty_score":0.9996966,"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."}}