{"id":"W4232120185","doi":"10.1007/978-1-4899-7687-1_67","title":"Deep Belief Nets","year":2017,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Machine Learning and Data Mining","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Computer science; Artificial intelligence","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"],"consensus_categories":[],"category_scores_codex":[0.0006151235,0.0003626577,0.0005447366,0.0001279768,0.0004172888,0.0001988061,0.001872207,0.0001981204,0.00009226592],"category_scores_gemma":[0.000470703,0.000336678,0.00006821948,0.00001791745,0.0001349219,0.0006186049,0.002513758,0.0005666544,0.0000229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008924204,"about_ca_system_score_gemma":0.00007322635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008672327,"about_ca_topic_score_gemma":0.0000574999,"domain_scores_codex":[0.9981112,0.0000659291,0.000380945,0.0008744861,0.0002983983,0.0002690778],"domain_scores_gemma":[0.9973065,0.0003180527,0.0006287073,0.001553782,0.00006694181,0.0001260783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000921206,0.00001263936,0.0006359454,0.00004780012,0.0001198602,0.00005472642,0.0005789159,0.0003253327,0.000006351843,0.004723343,0.006219112,0.9872668],"study_design_scores_gemma":[0.0002004852,0.00009896376,0.0001084506,0.0001740517,0.00005673317,0.00001557105,0.000008322707,0.1628527,0.000002418521,0.0006766303,0.8354381,0.0003676293],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001014697,0.008648357,0.1640144,0.0003723566,0.0005855741,0.0001187298,0.0000548392,0.00008230916,0.8261133],"genre_scores_gemma":[0.005349784,0.02118718,0.2343495,0.0001797803,0.001276373,0.000004877333,0.0008893538,0.0001168976,0.7366462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9868991,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275188405138471,"score_gpt":0.2647078751643677,"score_spread":0.241955991112983,"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."}}