{"id":"W6983126675","doi":"","title":"Links to the Past, Winter 2013","year":2013,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Context (archaeology); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007636391,0.0003617857,0.0002971372,0.0003753043,0.0007104264,0.0003821029,0.001110205,0.0002105929,0.001485284],"category_scores_gemma":[0.00002134918,0.0002625631,0.0002120884,0.0002751852,0.0006587905,0.0005773827,0.0005278422,0.0006999923,0.005184855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197437,"about_ca_system_score_gemma":0.00004032072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150367,"about_ca_topic_score_gemma":0.005925758,"domain_scores_codex":[0.9983169,0.0000465449,0.0002810462,0.0004238533,0.0002354309,0.0006961949],"domain_scores_gemma":[0.9985982,0.00006573168,0.0001159228,0.0007515944,0.0002082418,0.000260342],"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":[0.00004502142,0.0001963947,0.0007508324,0.00001547078,0.0001788987,0.00004452693,0.003448504,0.00002632253,0.0001075594,0.07297534,0.9031984,0.01901278],"study_design_scores_gemma":[0.0002586639,0.000130667,0.000230623,0.0000253949,0.00004371393,0.000009575009,0.004492243,0.00004524292,0.00009241013,0.001455796,0.9928275,0.00038813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1017195,0.0003321355,0.003249496,0.07136091,0.0006833616,0.002137276,0.00340321,0.002469584,0.8146446],"genre_scores_gemma":[0.9321046,0.00005303136,0.00009091093,0.002166539,0.0002805677,0.00002131851,0.0001028545,0.00004693407,0.0651332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8303851,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151112423156429,"score_gpt":0.1901369112011495,"score_spread":0.1750256688855066,"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."}}