{"id":"W4235303058","doi":"10.26522/ti.v2i1.705","title":"Screen shot 9","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; 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":[0.0001407981,0.0000608329,0.0001515018,0.00006703389,0.00006846288,0.00006858582,0.0001392123,0.00002632049,0.07314163],"category_scores_gemma":[0.00002033484,0.00006617967,0.00005033763,0.00006518059,0.00005063551,0.0001895423,0.00006366353,0.00003573554,0.3077268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000239192,"about_ca_system_score_gemma":0.00000265701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005072656,"about_ca_topic_score_gemma":0.000004180674,"domain_scores_codex":[0.9994022,0.00000156348,0.000192882,0.000214452,0.00001050518,0.0001784229],"domain_scores_gemma":[0.9996811,0.00001033211,0.00006586362,0.0001847006,0.00001062021,0.00004742395],"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":[8.911729e-7,0.00001802144,0.01196248,0.00000269129,0.00002801157,4.578839e-7,0.0002209919,0.000005430904,0.00000592614,0.1490075,0.8377908,0.0009567502],"study_design_scores_gemma":[0.0002373376,0.00001324878,0.0287007,0.000002540995,0.000001738069,7.429499e-7,0.0002322006,0.000535121,0.00002312155,0.0187584,0.9513176,0.0001772454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03940753,0.0003745503,0.00007568971,0.000368301,0.000793697,0.00009014251,0.00007187368,0.00003381262,0.9587844],"genre_scores_gemma":[0.5297498,0.000038589,0.0003121127,0.0004092904,0.00008906191,0.00001557077,0.000004858677,0.000007678015,0.4693731],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4903422,"threshold_uncertainty_score":0.9277056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179592891374685,"score_gpt":0.2006467706729952,"score_spread":0.1288508417592484,"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."}}