{"id":"W4232291834","doi":"10.1007/978-1-4471-7452-3_4","title":"Perceptrons","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Perceptron; Computer science; Artificial neural network; Artificial intelligence; Multilayer perceptron; Machine learning; Pattern recognition (psychology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002550122,0.00111181,0.0005684897,0.000796763,0.0004163109,0.001984431,0.001096814,0.001015571,0.1065589],"category_scores_gemma":[0.0009844055,0.0004271344,0.0004259369,0.001257218,0.0005006581,0.001964084,0.001004595,0.001735051,0.06597111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021573,"about_ca_system_score_gemma":0.0006546602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009166818,"about_ca_topic_score_gemma":0.001846187,"domain_scores_codex":[0.999765,0.00002460369,0.000009527852,0.0000630076,0.000116682,0.00002118949],"domain_scores_gemma":[0.9998,0.00006448836,0.000009106158,0.00004989557,0.000059166,0.00001743456],"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":[0.00004016219,0.00004335972,0.00007622528,0.0003245365,0.00002161816,0.00003872684,0.00003175779,0.007996706,0.002358545,0.09849606,0.1935915,0.6969809],"study_design_scores_gemma":[0.00001263548,0.00003948184,0.0002342246,0.0002242788,0.00002439017,0.0001903686,0.00002587703,0.03649012,0.005484968,0.1565246,0.8007212,0.00002791785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002025978,0.01449976,0.4027599,0.002133426,0.002874842,0.00009305404,0.001703006,0.005247335,0.5686626],"genre_scores_gemma":[0.02777277,0.01063045,0.1037374,0.0008974199,0.0008667611,0.0001184539,0.002785686,0.001021292,0.8521698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1065589,"threshold_uncertainty_score":0.3564749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855091680087175,"score_gpt":0.2218344569495572,"score_spread":0.2032835401486854,"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."}}