{"id":"W4241631330","doi":"10.26522/ti.v2i1.700","title":"Screen shot 4","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; One shot; Computer science; Computer graphics (images); Art; Artificial intelligence; 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":[0.0005616096,0.001575903,0.001126953,0.002269687,0.0008680335,0.002311582,0.001307367,0.001124427,0.7483648],"category_scores_gemma":[0.003303741,0.001083578,0.001228718,0.001756934,0.0002307517,0.001284322,0.001852958,0.000990038,0.4575617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003983,"about_ca_system_score_gemma":0.000767288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401907,"about_ca_topic_score_gemma":0.01279085,"domain_scores_codex":[0.999665,0.00003638549,0.00001837209,0.00006909436,0.0001265106,0.00008456596],"domain_scores_gemma":[0.99858,0.0003808014,0.00005173809,0.000333476,0.0004405197,0.0002134259],"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":[0.0003147582,0.00003923953,0.0004515398,0.0001863327,0.00002533929,0.00007424047,0.00004648696,0.0002053206,0.001194151,0.000553028,0.9784168,0.01849282],"study_design_scores_gemma":[0.0006245445,0.00007646545,0.006924753,0.0002234185,0.00006684827,0.0002234694,0.0001121432,0.004690458,0.006343085,0.005561288,0.9750198,0.000133799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004837844,0.0003301592,0.03107472,0.0007479117,0.001310446,0.0005498693,0.5180879,0.3023805,0.1406807],"genre_scores_gemma":[0.03107545,0.0004670093,0.05353529,0.001601896,0.0006168127,0.001606305,0.5150942,0.1709318,0.2250713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2516352,"threshold_uncertainty_score":0.358927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07261838486242853,"score_gpt":0.2008438164363275,"score_spread":0.128225431573899,"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."}}