{"id":"W7072148462","doi":"","title":"Universitat de Vic - Universitat Central de Catalunya [ catàleg català, castellà, francès i anglès]","year":2016,"lang":"ca","type":"other","venue":"RIUVic","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Context (archaeology); Identification (biology); Perspective (graphical); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006433857,0.002388144,0.001882268,0.002123462,0.0007037914,0.0002290138,0.002994295,0.002151353,0.04390293],"category_scores_gemma":[0.00009707895,0.002583133,0.00106221,0.001625426,0.001377534,0.0006383374,0.0008193618,0.001622014,0.1832999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445074,"about_ca_system_score_gemma":0.004605779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00603779,"about_ca_topic_score_gemma":0.004891506,"domain_scores_codex":[0.9889107,0.001058152,0.0007999772,0.002512445,0.001366514,0.005352211],"domain_scores_gemma":[0.9928007,0.0004103821,0.001159087,0.002717958,0.0003466002,0.002565264],"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":[0.00107086,0.0009072972,0.01615192,0.001376083,0.003416421,0.01430297,0.02250878,0.0002209285,0.007062629,0.001403061,0.927886,0.003693038],"study_design_scores_gemma":[0.006621196,0.0003154686,0.008367431,0.002030977,0.00256625,0.001171164,0.007752506,0.0001950277,0.001117416,0.0001574495,0.9658465,0.003858552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1390495,0.01492183,0.001164521,0.001280933,0.005037793,0.003910268,0.02297901,0.002055287,0.8096009],"genre_scores_gemma":[0.2471737,0.0009844305,0.0008561909,0.0003248866,0.002055392,0.00001220724,0.001531223,0.003207383,0.7438546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.139397,"threshold_uncertainty_score":0.9991441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004943688337329125,"score_gpt":0.22396226657717,"score_spread":0.2190185782398409,"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."}}