{"id":"W7022276162","doi":"","title":"9789638766618","year":2008,"lang":"hu","type":"other","venue":"University of Debrecen Electronic Archive (University of Debrecen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Order (exchange); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007169533,0.002124912,0.003940006,0.003838875,0.001638566,0.00002340915,0.005979797,0.001751231,0.04524442],"category_scores_gemma":[0.0001292803,0.003334885,0.002431859,0.002690856,0.006317828,0.0009643073,0.002221046,0.003124857,0.01215234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002446644,"about_ca_system_score_gemma":0.005401994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01912392,"about_ca_topic_score_gemma":0.0478883,"domain_scores_codex":[0.9887517,0.001761326,0.0008352068,0.002907416,0.002116287,0.003628028],"domain_scores_gemma":[0.9906681,0.0007533507,0.003773862,0.002698113,0.0008972677,0.001209302],"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":[0.01194598,0.005360457,0.003379227,0.001843635,0.0148193,0.001846421,0.02975146,0.0004349054,0.01438558,0.01422335,0.8624097,0.03960004],"study_design_scores_gemma":[0.01003853,0.001949742,0.003520861,0.001490736,0.002903318,0.0002731382,0.01175917,0.002850533,0.0002081114,0.001295644,0.9605885,0.003121766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03739113,0.008986445,0.02533157,0.001383654,0.0008957229,0.004781135,0.00861544,0.001191732,0.9114232],"genre_scores_gemma":[0.1303135,0.09951302,0.01924317,0.0001432705,0.0004315298,3.475548e-7,0.003602025,0.002236967,0.7445162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.166907,"threshold_uncertainty_score":0.9996611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005816598324885633,"score_gpt":0.1612886350827155,"score_spread":0.1554720367578299,"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."}}