{"id":"W7032763937","doi":"","title":"Barrie, I.J.","year":2017,"lang":"","type":"other","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0003465346,0.001405136,0.002036575,0.0008916565,0.004097988,0.0004466591,0.004560817,0.001974868,0.001535517],"category_scores_gemma":[0.0002636225,0.001577417,0.001322642,0.0007207151,0.006869073,0.003338584,0.002546395,0.001709378,0.0006330887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045846,"about_ca_system_score_gemma":0.0006808928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676243,"about_ca_topic_score_gemma":0.0003618008,"domain_scores_codex":[0.9933948,0.0004252749,0.0009562541,0.001947972,0.001749189,0.001526497],"domain_scores_gemma":[0.9932649,0.0003724772,0.003223773,0.001438859,0.0006453146,0.0010547],"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":[0.003246499,0.001427699,0.04112685,0.002248405,0.008115514,0.006969871,0.08770657,0.00005845579,0.003707694,0.01852553,0.7596647,0.06720228],"study_design_scores_gemma":[0.001938545,0.0003488515,0.001636971,0.00238812,0.0008800472,0.00005818818,0.02780929,0.00002334479,0.0002661934,0.0001131256,0.9628152,0.001722086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03168228,0.001460986,0.0000824894,0.0009053118,0.002721476,0.001031585,0.0007973059,0.0002604106,0.9610581],"genre_scores_gemma":[0.296616,0.002256856,0.00004404699,0.00005039357,0.0009145981,5.281319e-7,0.00006619463,0.0001148751,0.6999365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2649337,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047350793128958,"score_gpt":0.2446038304570799,"score_spread":0.2241303225257903,"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."}}