{"id":"W7093673991","doi":"","title":"9783902719195.pdf","year":2020,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Relation (database); Space (punctuation); Subject (documents); Narrative","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001281451,0.0004963909,0.000430045,0.0001464071,0.0005239893,0.001086218,0.00102378,0.0001909088,0.9801786],"category_scores_gemma":[0.0000729035,0.0003659724,0.0002001322,0.0001525584,0.0004859517,0.0002195675,0.0002615637,0.0005484563,0.924953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087414,"about_ca_system_score_gemma":0.0001052264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004310122,"about_ca_topic_score_gemma":0.0008615417,"domain_scores_codex":[0.9980953,0.00009923195,0.0003636315,0.0005477805,0.000526956,0.0003671256],"domain_scores_gemma":[0.9985672,0.00009025278,0.000355298,0.0007830238,0.00008827521,0.0001159838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001608097,0.0000215278,0.000008588841,0.00004453756,0.0001786041,0.00001038501,0.002009904,3.042797e-7,7.43888e-7,0.364063,0.226749,0.4068973],"study_design_scores_gemma":[0.0001728931,0.00004896621,0.00000604109,0.0001013162,0.0001319054,0.000006424855,0.0003503647,0.000008190304,0.000001481326,0.001580536,0.9971364,0.0004555336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.2252e-7,0.00001329906,0.00002641632,0.002005436,0.005184119,0.0006556507,2.364464e-7,0.0003993788,0.9917145],"genre_scores_gemma":[0.0003794457,0.00005791895,0.0002213178,0.004134581,0.008211611,0.00009692271,0.001811665,0.0004749243,0.9846116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7703873,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650361620628616,"score_gpt":0.2256166804581695,"score_spread":0.2091130642518834,"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."}}