{"id":"W4239906366","doi":"10.1007/s11042-013-1646-y","title":"Editorial note","year":2013,"lang":"en","type":"editorial","venue":"Multimedia Tools and Applications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003282547,0.0005974968,0.00063164,0.0001633481,0.0003490433,0.0005468671,0.0006327149,0.001857718,0.0003081177],"category_scores_gemma":[0.001092322,0.0005754931,0.0001415975,0.0003113088,0.0003088386,0.0003342694,0.0002513612,0.001458142,0.01918803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691625,"about_ca_system_score_gemma":0.0004112158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083911,"about_ca_topic_score_gemma":0.00003838447,"domain_scores_codex":[0.9965489,0.00006157995,0.0005868995,0.001006581,0.001217278,0.0005787612],"domain_scores_gemma":[0.9951356,0.002275278,0.0004091404,0.001008834,0.0007526757,0.0004184387],"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":[0.00001205193,0.00009161785,0.00000196083,0.0000467575,0.00003793614,2.786348e-7,0.00005802656,0.000001361219,0.0005410822,0.00006455902,0.960086,0.03905837],"study_design_scores_gemma":[0.000885041,0.00002561827,0.00001724409,0.00003425598,0.0001435556,3.977356e-7,0.00001083347,0.0002427712,0.00003612832,0.000336166,0.9976413,0.0006266992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000002525177,0.0003056932,0.0006498221,0.00006259574,0.984045,0.002190599,0.009754317,0.0004280592,0.002561335],"genre_scores_gemma":[0.000005674235,0.0003293417,0.00400979,0.00001316048,0.9762912,0.007410847,0.009455551,0.0002551367,0.002229309],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03843167,"threshold_uncertainty_score":0.9996697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201884018318413,"score_gpt":0.2844908781580579,"score_spread":0.2724720379748738,"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."}}