{"id":"W4394911616","doi":"10.1109/ispcem60569.2023.00005","title":"Preface ISPCEM 2023","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Data and IoT Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002686015,0.001140282,0.000659642,0.003677024,0.002488031,0.006089262,0.001761279,0.002051004,0.4337324],"category_scores_gemma":[0.008873804,0.0004152948,0.0006882318,0.002854915,0.0005001449,0.003158247,0.002037916,0.003140496,0.2999736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639814,"about_ca_system_score_gemma":0.005114391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164067,"about_ca_topic_score_gemma":0.01067529,"domain_scores_codex":[0.9982854,0.0001544178,0.0001068595,0.0001724431,0.001126927,0.0001539074],"domain_scores_gemma":[0.9865614,0.0006979456,0.0003352065,0.0006957904,0.01012724,0.001582376],"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":[0.0000175722,0.00001308539,0.00003454476,0.00006664464,0.000001082988,0.00003594616,0.00001134553,0.0000605452,0.0001268905,0.001196024,0.9810173,0.01741901],"study_design_scores_gemma":[0.000002378717,0.000009294827,0.0001711842,0.00006574712,0.000001042211,0.00003300199,0.00001765156,0.00004030621,0.0001001957,0.0005066991,0.9990491,0.000003438693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000895666,0.007819606,0.005607541,0.03094935,0.241785,0.0008415657,0.01488594,0.002170271,0.6950451],"genre_scores_gemma":[0.003938661,0.004062457,0.00198195,0.004315811,0.03437532,0.000239136,0.01185991,0.000925803,0.938301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5662676,"threshold_uncertainty_score":0.807712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352175772770854,"score_gpt":0.2258246737094629,"score_spread":0.2123029159817544,"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."}}