{"id":"W4238514190","doi":"10.26522/ti.v2i1.701","title":"Screen shot 5","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; Materials science; Engineering; Visual arts; Mechanical engineering; Programming language; 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":[0.0001408309,0.00006083853,0.0001515303,0.0000670325,0.00006846084,0.00006857022,0.0001393374,0.00002632704,0.07346915],"category_scores_gemma":[0.00002033354,0.00006618516,0.00005034304,0.00006518419,0.00005063332,0.0001895221,0.00006369737,0.00003574861,0.3066874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392156,"about_ca_system_score_gemma":0.000002657451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005200781,"about_ca_topic_score_gemma":0.000004192149,"domain_scores_codex":[0.9994022,0.00000156351,0.0001928837,0.0002144891,0.00001050612,0.0001784138],"domain_scores_gemma":[0.999681,0.00001033122,0.00006587187,0.0001847678,0.00001061801,0.00004743025],"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":[8.859304e-7,0.00001791566,0.01188267,0.000002675065,0.00002784551,4.551943e-7,0.0002193676,0.000005386396,0.000005895715,0.1514939,0.8353794,0.00096362],"study_design_scores_gemma":[0.0002384952,0.00001330418,0.02918682,0.00000255078,0.000001745675,7.460829e-7,0.0002332331,0.0005324732,0.00002320469,0.01871526,0.9508741,0.0001780132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03944638,0.0003739352,0.00007540141,0.0003676308,0.0007937869,0.00009019089,0.00007212206,0.00003381936,0.9587467],"genre_scores_gemma":[0.5306268,0.00003860036,0.0003126739,0.000409504,0.00008913429,0.00001571743,0.000004887767,0.000007688961,0.468495],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4911804,"threshold_uncertainty_score":0.9273778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179617094884073,"score_gpt":0.2005619847899947,"score_spread":0.128765813841154,"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."}}