{"id":"W4241631330","doi":"10.26522/ti.v2i1.700","title":"Screen shot 4","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyglot; Shot (pellet); Mosaic; One shot; Computer science; Computer graphics (images); Art; Artificial intelligence; Materials science; Engineering; Visual arts; Programming language; Mechanical engineering; Metallurgy","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":[0.0001407436,0.00006083112,0.0001514983,0.00006703581,0.00006845695,0.00006860755,0.000139402,0.00002632547,0.07349185],"category_scores_gemma":[0.0000202332,0.00006618365,0.00005033467,0.00006515828,0.00005063301,0.0001895225,0.00006369339,0.00003574343,0.3084581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391512,"about_ca_system_score_gemma":0.000002653774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005143179,"about_ca_topic_score_gemma":0.000004173661,"domain_scores_codex":[0.9994022,0.000001561889,0.0001928913,0.0002144554,0.00001050535,0.0001784193],"domain_scores_gemma":[0.9996811,0.00001034735,0.00006587536,0.0001848081,0.0000105127,0.00004742414],"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":[9.07086e-7,0.00001799119,0.0119845,0.000002685664,0.0000279653,4.571829e-7,0.0002204584,0.000005328028,0.000005866909,0.1520559,0.834712,0.0009659195],"study_design_scores_gemma":[0.0002375011,0.00001345963,0.02847181,0.000002536004,0.000001736349,7.423365e-7,0.0002319461,0.0005345115,0.00002287239,0.01874496,0.9515608,0.0001771114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0392241,0.0003745161,0.00007569494,0.0003652348,0.0007937748,0.00009021992,0.00007288665,0.00003381816,0.9589698],"genre_scores_gemma":[0.5337752,0.00003856505,0.0003123846,0.000408783,0.00008903317,0.00001570309,0.000004901431,0.000007680012,0.4653477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4945512,"threshold_uncertainty_score":0.9273551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07261838486242853,"score_gpt":0.2008438164363275,"score_spread":0.128225431573899,"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."}}