{"id":"W4239927676","doi":"10.26522/ti.v2i1.713","title":"Screen shot 17","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; Computer science; Computer graphics (images); Art; Materials science; Visual arts; Programming language","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":[0.0001546363,0.00006832515,0.0001687651,0.0000736139,0.00007881205,0.00007748695,0.0001566763,0.00002999597,0.08185859],"category_scores_gemma":[0.00002029771,0.00007441929,0.00005654003,0.00006870463,0.00005657905,0.0002024836,0.00007252276,0.00004037726,0.2386808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684503,"about_ca_system_score_gemma":0.000003043773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000497819,"about_ca_topic_score_gemma":0.000006075244,"domain_scores_codex":[0.999344,0.000001656384,0.0002098411,0.0002361367,0.00001188064,0.0001964967],"domain_scores_gemma":[0.9996418,0.00001177172,0.00007538997,0.0002068742,0.00001179821,0.00005233975],"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":[8.104681e-7,0.00001485822,0.008048391,0.000001929257,0.00002381051,4.085863e-7,0.0001735572,0.000006262067,0.000003781419,0.06962616,0.9214624,0.0006376992],"study_design_scores_gemma":[0.0002206491,0.00001258368,0.02450698,0.000002670074,0.000001807358,6.892463e-7,0.0002009691,0.0004817031,0.00001561372,0.01220293,0.9621887,0.0001646914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03054333,0.0004032369,0.00006958859,0.0004053767,0.0007399207,0.00009717807,0.0000876743,0.00003492191,0.9676188],"genre_scores_gemma":[0.3508312,0.00004214345,0.0003011287,0.0005019564,0.00009999693,0.00001671575,0.000006190788,0.000008189999,0.6481925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3202878,"threshold_uncertainty_score":0.9189807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07224602422048823,"score_gpt":0.2034259175931733,"score_spread":0.1311798933726851,"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."}}