{"id":"W4236815841","doi":"10.26522/ti.v5i1.1337","title":"Catalogue","year":2016,"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":true,"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":[0.00002032896,0.00004203459,0.00004477345,0.00001367544,0.000098033,0.00001265587,0.00008120561,0.00002906168,0.003536606],"category_scores_gemma":[0.000008319147,0.00002169303,0.00002063662,0.000003577999,0.0001499478,0.00006421989,0.00001847157,0.00002968928,0.001823782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006290928,"about_ca_system_score_gemma":0.000003907676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006650353,"about_ca_topic_score_gemma":0.00174082,"domain_scores_codex":[0.9997548,0.000003592887,0.00004419588,0.00006836249,0.00003336827,0.00009568153],"domain_scores_gemma":[0.9998323,0.000007077983,0.00001336618,0.0001132448,0.00001810059,0.00001585653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002131892,0.00001384609,0.00008398922,0.000002279567,0.000009275855,0.000003479521,0.005232177,6.641628e-9,0.0003718408,0.6453217,0.3363576,0.01260165],"study_design_scores_gemma":[0.00008664295,0.00001802482,0.00007779504,0.000006131695,0.000003719819,0.000001579698,0.0006357488,1.500049e-7,0.0004313412,0.009115966,0.9895721,0.00005080427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08377209,0.0004664782,0.00006865746,0.009312024,0.0006320002,0.0001074428,0.0001720847,0.0006631908,0.904806],"genre_scores_gemma":[0.8866858,0.00001378714,0.000008866922,0.0003010988,0.0003312584,0.000005246922,0.000009544897,0.00000503315,0.1126393],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8029138,"threshold_uncertainty_score":0.9989534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522238927678835,"score_gpt":0.2109357207091507,"score_spread":0.1857133314323623,"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."}}