{"id":"W4240905616","doi":"10.26522/ti.v2i1.776","title":"DHA #2","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001313068,0.00004256669,0.000045881,0.00001319175,0.000116623,0.00004265993,0.00007627219,0.00002959689,0.02418144],"category_scores_gemma":[0.000004262497,0.00002974211,0.00002079298,0.000004325192,0.0000981886,0.00008689013,0.00001699413,0.00005994166,0.005817644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003722437,"about_ca_system_score_gemma":0.000002490589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974238,"about_ca_topic_score_gemma":0.0003578902,"domain_scores_codex":[0.9997597,0.000003340018,0.00004574883,0.00005948295,0.00003505551,0.000096612],"domain_scores_gemma":[0.9998409,0.000003604257,0.00001272092,0.00009845999,0.00002724269,0.0000171411],"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":[3.754038e-7,0.00001286033,0.00004386698,0.000002578525,0.000006909899,7.743028e-7,0.007008351,5.51959e-8,0.00009245701,0.3952301,0.5925207,0.005080951],"study_design_scores_gemma":[0.0000474491,0.00001680325,0.0001813875,0.000002260943,0.000003314912,8.354591e-7,0.003020764,0.000006072103,0.00009356689,0.01254492,0.9840314,0.00005123283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08102553,0.0002124764,0.000003774192,0.003064233,0.0001986051,0.00008150561,0.00000439219,0.0002620396,0.9151474],"genre_scores_gemma":[0.8502379,0.00000694905,0.00002349766,0.0006682747,0.0003100389,0.00001475338,0.000004425954,0.000005011124,0.1487292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7692124,"threshold_uncertainty_score":0.9949564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217739960427717,"score_gpt":0.202838328139182,"score_spread":0.1806609285349048,"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."}}