{"id":"W4385361906","doi":"10.1142/9789811234378_0059","title":"Sol — Digital Pioneer, Sol Golomb Celebrates 50 Years at USC","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Art; History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007340225,0.0007472133,0.0003499185,0.001871472,0.003409437,0.005982216,0.0005024138,0.002056183,0.1033607],"category_scores_gemma":[0.001310921,0.0002642699,0.0003548497,0.001231088,0.001106661,0.003395384,0.0018164,0.003314763,0.04043197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004234727,"about_ca_system_score_gemma":0.003144614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00912271,"about_ca_topic_score_gemma":0.04224558,"domain_scores_codex":[0.9996079,0.00002940571,0.000007806702,0.00004807646,0.0002377738,0.00006905042],"domain_scores_gemma":[0.9995291,0.00005757673,0.00001887947,0.00002693148,0.0001754552,0.0001920757],"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":[0.00001317499,0.00001403083,0.00006069236,0.00002399,0.000001560466,0.00003303177,0.00007766114,0.00002815284,0.0002030059,0.01547578,0.9516006,0.03246844],"study_design_scores_gemma":[0.000001367923,0.000004120521,0.0000476844,0.00001943103,7.02319e-7,0.00002297497,0.00003708129,0.00002292437,0.0001081379,0.0009065251,0.9988272,0.000001893699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002438395,0.02111435,0.001201641,0.03873228,0.01918219,0.00004233817,0.0005028503,0.001013204,0.9157727],"genre_scores_gemma":[0.002748073,0.002080114,0.0003166613,0.002384034,0.0008876793,0.00001126093,0.00006159295,0.0001746615,0.9913359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1033607,"threshold_uncertainty_score":0.3457761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203641304462989,"score_gpt":0.2224949533402758,"score_spread":0.2021308228939769,"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."}}