{"id":"W4285126417","doi":"10.1109/mcas.2022.3169854","title":"Contents","year":2022,"lang":"en","type":"paratext","venue":"IEEE Circuits and Systems Magazine","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Alberta","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115476,0.0003600844,0.0006020187,0.0001229707,0.0001572006,0.00007692646,0.0001836496,0.0001578126,0.0006103449],"category_scores_gemma":[0.000007304375,0.0003602068,0.00007302131,0.0001340359,0.00002577422,0.00008288941,0.000042154,0.0005742057,0.001599551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007930007,"about_ca_system_score_gemma":0.00001122888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004369593,"about_ca_topic_score_gemma":8.44714e-7,"domain_scores_codex":[0.9986024,0.00005506468,0.0004109604,0.000350672,0.000217166,0.0003637345],"domain_scores_gemma":[0.9993967,0.0000719638,0.00009957329,0.0002731939,0.00003580621,0.0001227867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004991966,0.000018431,0.000009978877,0.002799388,0.0001733864,0.0001452983,0.0001590239,0.1568005,0.03179592,0.00005703808,0.7965836,0.0114524],"study_design_scores_gemma":[0.0003852023,0.00005526082,0.00002313704,0.0002658726,0.00002774722,0.0001864412,0.0000365767,0.005604346,0.0003585725,0.000005015682,0.9925169,0.0005349094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06110825,0.09738945,0.008859953,0.00002476968,0.09461706,0.001945132,0.001002565,0.0009655207,0.7340873],"genre_scores_gemma":[0.738857,0.001295607,0.000002345645,0.0000578504,0.001467242,0.00007601864,0.0001387244,0.0001338499,0.2579713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6777488,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546901885181342,"score_gpt":0.2460502858127655,"score_spread":0.2105812669609521,"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."}}