{"id":"W4212947740","doi":"10.26522/ti.v2i1.709","title":"Screen shot 13","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":"Shot (pellet); Polyglot; Mosaic; One shot; Computer graphics (images); Computer science; Art; 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":[0.0001558347,0.00006949864,0.0001709733,0.00007500425,0.00007729355,0.00007853418,0.0001568062,0.00003048248,0.07009675],"category_scores_gemma":[0.00002278937,0.00007563242,0.00005709265,0.00007205758,0.00005705018,0.0002084374,0.00007350317,0.00004106991,0.2935087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002674972,"about_ca_system_score_gemma":0.000003160402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008494674,"about_ca_topic_score_gemma":0.000009437956,"domain_scores_codex":[0.9993323,0.000001849516,0.0002149294,0.0002395672,0.00001216327,0.0001991955],"domain_scores_gemma":[0.9996411,0.0000121326,0.00007539001,0.0002057731,0.00001222999,0.0000533524],"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":[0.000001156713,0.00002151285,0.01741405,0.000003430554,0.00003442824,5.727443e-7,0.0002745696,0.00000936149,0.000005747801,0.100173,0.8809714,0.001090765],"study_design_scores_gemma":[0.0003070871,0.00001701033,0.0448169,0.000003442454,0.00000243218,9.252742e-7,0.0003072554,0.0007932198,0.0000242036,0.01878324,0.9347202,0.0002240779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06200593,0.000402629,0.00007087583,0.0003867227,0.0008750734,0.0001000955,0.00008375243,0.00003597175,0.936039],"genre_scores_gemma":[0.5665532,0.0000453429,0.000231732,0.0004055615,0.00009488802,0.00001646993,0.000005516709,0.000008276691,0.432639],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5045474,"threshold_uncertainty_score":0.9307533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899997645786857,"score_gpt":0.2000278506019098,"score_spread":0.1310278741440412,"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."}}