{"id":"W4404252593","doi":"10.4324/9781003156574-1","title":"Introduction","year":2024,"lang":"en","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":[0.0007732541,0.0009546612,0.000650797,0.002150318,0.006386729,0.007472884,0.002441819,0.002275498,0.3531931],"category_scores_gemma":[0.002928504,0.0003315788,0.0004926383,0.002897609,0.001886666,0.002398023,0.002597552,0.002096646,0.143057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488732,"about_ca_system_score_gemma":0.02206282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3913282,"about_ca_topic_score_gemma":0.5243402,"domain_scores_codex":[0.9982908,0.0001038366,0.00004265792,0.0002712031,0.0009726553,0.0003189188],"domain_scores_gemma":[0.9983708,0.00008632468,0.00003766114,0.0001172117,0.001100182,0.0002879144],"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":[0.00001563856,0.00001710925,0.0002578388,0.0001976975,0.000002433282,0.0001112145,0.0008527084,0.00009351946,0.0002356604,0.04505256,0.8447387,0.1084249],"study_design_scores_gemma":[5.068155e-7,0.000001662561,0.0001323806,0.00007864415,6.280206e-7,0.00002379898,0.0001505937,0.000007256672,0.00002105623,0.000754716,0.9988262,0.000002522463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005589816,0.007230536,0.00118142,0.005508332,0.004047418,0.000103927,0.001952433,0.0004164695,0.9790004],"genre_scores_gemma":[0.003895268,0.005428778,0.001197157,0.001768377,0.0004229785,0.00005323146,0.001234863,0.0002022612,0.9857971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3913282,"threshold_uncertainty_score":0.9225916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239021903740754,"score_gpt":0.2008229717124373,"score_spread":0.1884327526750297,"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."}}