{"id":"W4389804750","doi":"10.29173/comp92","title":"Editorial and an Image","year":2023,"lang":"en","type":"article","venue":"COMPASS","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Compass; Image (mathematics); Ode; Visual arts; Artificial intelligence; Computer science; Art; Computer vision; Computer graphics (images); Geography; Cartography; Literature","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006544607,0.00003562084,0.0000390339,0.00002139351,0.0001414324,0.000207788,0.00004913616,0.000009018919,0.0005474984],"category_scores_gemma":[0.000004907569,0.00002882448,0.000009475197,0.00001847379,0.00003672395,0.0003097376,0.00003710853,0.00002836452,0.0001856631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002495622,"about_ca_system_score_gemma":0.000001071929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008173167,"about_ca_topic_score_gemma":0.0003267321,"domain_scores_codex":[0.9997448,0.00001129116,0.00004411968,0.00006526185,0.00006796377,0.00006656255],"domain_scores_gemma":[0.9998713,0.00001247433,0.00001050718,0.00005767932,0.00002910463,0.00001901006],"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":[0.000004541265,0.000004096823,0.00006728678,0.000008218105,0.000003051076,6.465805e-7,0.004364141,3.330691e-7,0.00008783627,0.08202802,0.9123654,0.001066435],"study_design_scores_gemma":[0.0001055127,0.00002000397,0.001101723,0.000002323274,0.000003385935,2.642711e-8,0.001243629,0.0005235009,0.000005585352,0.004237469,0.9927083,0.00004852638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5498083,0.00003522525,0.00001045324,0.001911541,0.0876165,0.0002209168,0.00002094974,0.0006752489,0.3597009],"genre_scores_gemma":[0.8392263,0.000009338914,0.00002688295,0.00009339974,0.1380502,0.00001187221,0.0001250285,0.00000838523,0.02244859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3372523,"threshold_uncertainty_score":0.5994723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092504325416417,"score_gpt":0.2771876976985514,"score_spread":0.1679372651569097,"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."}}