{"id":"W2994637062","doi":"10.7202/1064999ar","title":"Introduction to and Discussion Summary of Chiyuki Kumakura's \"History and Narrative in Japanese\"","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Context (archaeology); Narrative history; Humanism; Narrative inquiry; History; Narrative network; Narrative criticism; Literature; Sociology; Epistemology; Linguistics; Political science; Philosophy; Art; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003815663,0.00005560251,0.000139494,0.00007647091,0.00008520488,0.000007194082,0.00005065438,0.00005017216,0.0001466472],"category_scores_gemma":[0.0001080142,0.00004180089,0.00001112279,0.0001142498,0.0001900036,0.0001079668,0.00001885439,0.0000772986,0.000006833706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128409,"about_ca_system_score_gemma":0.00008365364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777496,"about_ca_topic_score_gemma":0.002942791,"domain_scores_codex":[0.9993478,0.0001063344,0.00010768,0.000188802,0.0001282629,0.0001211102],"domain_scores_gemma":[0.9997279,0.00006330134,0.00004095431,0.0000710165,0.00002401835,0.00007283262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004709901,0.00005318815,0.07718698,0.00003601108,0.000005690574,4.412991e-7,0.903258,0.00001966046,0.003223312,0.001448315,0.0114244,0.003296925],"study_design_scores_gemma":[0.0002555346,0.0001954864,0.08210949,0.00005878268,0.000006144338,4.765831e-7,0.4203117,0.000008585592,0.00005686219,0.0003685857,0.496436,0.0001923979],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825649,0.001187103,1.667205e-7,0.007166771,0.000771887,0.0001125999,0.000001053941,0.0000130742,0.008182485],"genre_scores_gemma":[0.9885834,0.00009359187,0.00007413456,0.00003257205,0.0001593334,0.000002619473,0.000001165443,0.000004129948,0.01104902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850116,"threshold_uncertainty_score":0.5710468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227337923661552,"score_gpt":0.3173734034266266,"score_spread":0.285100024190011,"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."}}