{"id":"W4234342175","doi":"10.26522/ti.v2i1.712","title":"Screen shot 16","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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006401974,0.00158862,0.001246693,0.002398949,0.0008949353,0.002516784,0.001441846,0.001125011,0.7924038],"category_scores_gemma":[0.003569011,0.001145499,0.00123552,0.001935662,0.0002515007,0.00138191,0.002018379,0.0009852129,0.576009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471415,"about_ca_system_score_gemma":0.000832234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005830252,"about_ca_topic_score_gemma":0.01155264,"domain_scores_codex":[0.9996092,0.0000403237,0.0000228707,0.00008554994,0.0001514996,0.00009060019],"domain_scores_gemma":[0.9984933,0.0003555405,0.00005490275,0.0003882459,0.0004782443,0.0002297799],"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":[0.0002552226,0.00003484803,0.0003481768,0.000167291,0.00002157232,0.00005952334,0.00003912681,0.0001505062,0.001027889,0.0005312213,0.9788952,0.01846947],"study_design_scores_gemma":[0.0004698252,0.00006324665,0.005175466,0.0002102622,0.00005380394,0.0001786256,0.00008286671,0.003042154,0.005229878,0.004302249,0.9810793,0.0001122477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003675444,0.0003196422,0.02777071,0.0006781061,0.001376615,0.0005209477,0.507185,0.3047741,0.1536995],"genre_scores_gemma":[0.02255699,0.000463319,0.04465804,0.001280573,0.0005584842,0.001390626,0.5048233,0.1681105,0.2561581],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2075962,"threshold_uncertainty_score":0.2961108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06928087003433554,"score_gpt":0.2014070319277032,"score_spread":0.1321261618933676,"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."}}