{"id":"W4390983677","doi":"10.51644/9781771124768-001","title":"Foreword","year":2020,"lang":"tl","type":"book-chapter","venue":"","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009914922,0.001261487,0.001009665,0.001891596,0.002545095,0.005493488,0.002045064,0.002617185,0.7368564],"category_scores_gemma":[0.007621997,0.0004240865,0.0007860793,0.001609872,0.0008173387,0.004515401,0.002917208,0.003517556,0.7254155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868834,"about_ca_system_score_gemma":0.002332397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655951,"about_ca_topic_score_gemma":0.003639473,"domain_scores_codex":[0.998669,0.0001729238,0.00009244143,0.0002458625,0.0006810866,0.0001386982],"domain_scores_gemma":[0.9966772,0.0004327155,0.0001261792,0.0002990266,0.001897508,0.0005673554],"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":[0.00001564998,0.00001069992,0.00003046844,0.00007690001,0.000001027985,0.00003948256,0.00004130687,0.00001294595,0.00006598479,0.002404825,0.9646731,0.03262762],"study_design_scores_gemma":[0.000002813098,0.000007051815,0.00005513778,0.00004768906,7.057154e-7,0.00005612552,0.00004445991,0.000007881407,0.00003068402,0.0005962165,0.9991488,0.000002471061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005244842,0.004551606,0.002066326,0.01850844,0.05929308,0.0003599034,0.003908852,0.002092697,0.9086945],"genre_scores_gemma":[0.002273178,0.001943051,0.0008390189,0.006125832,0.006389665,0.0001365183,0.003260874,0.001053115,0.9779788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2631436,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964419682948461,"score_gpt":0.2132353329312985,"score_spread":0.1835911361018139,"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."}}