{"id":"W4250014635","doi":"10.26522/ti.v2i1.720","title":"Screen shot 24","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); Art; Materials science; Visual arts; Engineering; Mechanical engineering; Metallurgy; 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":[0.0001510225,0.00006854103,0.0001684429,0.00007499637,0.00007538931,0.00007767413,0.0001539412,0.00003009784,0.06709074],"category_scores_gemma":[0.00002236473,0.00007449839,0.00005663443,0.00007186794,0.00005580294,0.000201198,0.00007302938,0.00004266725,0.2914531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727408,"about_ca_system_score_gemma":0.000003179551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000437492,"about_ca_topic_score_gemma":0.000005556682,"domain_scores_codex":[0.9993402,0.000001801961,0.0002118884,0.0002378066,0.00001209337,0.0001961913],"domain_scores_gemma":[0.9996483,0.00001174619,0.00007310684,0.0002029303,0.00001151873,0.00005235281],"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":[9.542318e-7,0.00001751011,0.008966647,0.000002843462,0.00002774517,4.667193e-7,0.0002069403,0.000005400085,0.000005387153,0.1206759,0.8693197,0.0007705953],"study_design_scores_gemma":[0.0002283377,0.00001316422,0.01782067,0.000002702142,0.000001904023,7.194259e-7,0.0002110278,0.0005163443,0.00002271973,0.01482268,0.9661891,0.0001705836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03653907,0.000461333,0.00007089524,0.0004408969,0.001339583,0.0001006164,0.00008883885,0.00003674916,0.960922],"genre_scores_gemma":[0.4351935,0.00005173114,0.000352636,0.0004511901,0.0001074015,0.00001745893,0.000005968399,0.000009028488,0.5638111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3986544,"threshold_uncertainty_score":0.9337621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08224694264247803,"score_gpt":0.2014862652077,"score_spread":0.1192393225652219,"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."}}