{"id":"W4385269500","doi":"10.1142/9789811234378_0052","title":"Several Pieces from Golomb’s Gambits","year":2023,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Golomb coding; Linguistics; Communication; Art; Computer science; Psychology; Artificial intelligence; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.001422905,0.0006139431,0.0008603788,0.0006385527,0.0006538414,0.0002758669,0.0008931777,0.0003313233,0.002994069],"category_scores_gemma":[0.0001001649,0.0005993481,0.0004368104,0.0000679135,0.0007140209,0.00006853924,0.0002907095,0.0007211803,0.009084413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557717,"about_ca_system_score_gemma":0.0001707229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003796223,"about_ca_topic_score_gemma":0.003361115,"domain_scores_codex":[0.9965956,0.00006531936,0.0008110358,0.001000586,0.001014401,0.0005130891],"domain_scores_gemma":[0.9966933,0.0008162405,0.0005526188,0.001555338,0.0001475278,0.0002349658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001087628,0.00001968227,1.795223e-7,0.0001343036,0.0001092214,0.00007166227,0.001553399,7.321309e-7,0.00004007835,0.6914375,0.305424,0.001198355],"study_design_scores_gemma":[0.0001157967,0.000008232146,2.333673e-7,0.0004043943,0.0001004929,0.000002636529,0.00001503013,0.00002345418,0.00007483354,0.4999102,0.4990018,0.000342892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003769133,0.0001285037,0.0001917011,0.00006322909,0.005692784,0.0004785433,0.0004150691,0.0007121587,0.9919411],"genre_scores_gemma":[0.0004495111,0.000001032109,0.003146065,0.00007496094,0.0005459535,0.00002350192,0.0001224014,0.000219781,0.9954168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1935778,"threshold_uncertainty_score":0.9996458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338571715907967,"score_gpt":0.2822671895479941,"score_spread":0.1888814723889145,"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."}}