{"id":"W4251032211","doi":"10.26522/ti.v2i1.714","title":"Screen shot 18","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 science; Computer graphics (images); Artificial intelligence; Art; Visual arts; Materials science; Engineering; Programming language; Mechanical engineering","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":[0.0001564903,0.00006816722,0.0001683655,0.00007474263,0.00007701842,0.00007787986,0.0001546193,0.00002964668,0.1225373],"category_scores_gemma":[0.00002278881,0.00007455779,0.00005631041,0.00007182734,0.00005802234,0.0002012207,0.00007276726,0.00003998018,0.288471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002756594,"about_ca_system_score_gemma":0.000003219091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005475744,"about_ca_topic_score_gemma":0.000004411225,"domain_scores_codex":[0.9993414,0.000001828819,0.0002118062,0.0002367815,0.00001193431,0.0001962297],"domain_scores_gemma":[0.9996459,0.00001189207,0.00007444518,0.0002032302,0.00001209804,0.00005236109],"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":[9.368662e-7,0.00001678515,0.01020139,0.00000263484,0.0000265222,4.488231e-7,0.0001672271,0.000005122312,0.000004920841,0.08301557,0.9057555,0.0008029203],"study_design_scores_gemma":[0.0002561389,0.00001437878,0.02656327,0.000002880683,0.000002031206,7.857057e-7,0.0002355751,0.0005485728,0.00002263355,0.015735,0.9564331,0.0001856484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0350006,0.0003951372,0.00007233849,0.0003024843,0.000865173,0.00009660384,0.00008406996,0.00003506958,0.9631485],"genre_scores_gemma":[0.4920948,0.00004661957,0.0003168366,0.0004227849,0.0001025876,0.00001693402,0.000005858403,0.000008777644,0.5069848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4570942,"threshold_uncertainty_score":0.8782648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09699803805525493,"score_gpt":0.2133872680101965,"score_spread":0.1163892299549416,"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."}}