{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000449357,0.0004747864,0.0002895559,0.001760801,0.003903978,0.005422809,0.0007074694,0.001216657,0.5806484],"category_scores_gemma":[0.001724897,0.0002676923,0.0003399029,0.001375375,0.0009590846,0.001983486,0.002493188,0.002076342,0.259461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185135,"about_ca_system_score_gemma":0.001214709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840716,"about_ca_topic_score_gemma":0.01514844,"domain_scores_codex":[0.9996291,0.00007279289,0.0000174276,0.00006537247,0.0001521543,0.00006308201],"domain_scores_gemma":[0.9993415,0.00008381243,0.00001494065,0.0001288419,0.0002849333,0.0001459436],"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":[0.0001477161,0.00005950776,0.0004181956,0.0001854339,0.000005000084,0.0002509335,0.001781659,0.00005287079,0.002092384,0.1177124,0.7494017,0.1278923],"study_design_scores_gemma":[0.000003139145,0.000006107968,0.0002150842,0.00002133228,7.302514e-7,0.00004651843,0.0002401235,0.00001157252,0.0001957386,0.001746066,0.9975104,0.00000313017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001192559,0.0001568446,0.0006845988,0.001012053,0.001233928,0.00005183564,0.001807269,0.0003465959,0.9935142],"genre_scores_gemma":[0.00870019,0.0001327453,0.0005464753,0.0003881189,0.0001921438,0.00004178027,0.001275665,0.0003282933,0.9883946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4193516,"threshold_uncertainty_score":0,"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."}}