{"id":"W4200327391","doi":"10.22148/001c.30698","title":"Narrative Boundaries Annotation Guide","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Scripting language; Annotation; Computer science; Schema (genetic algorithms); Narrative criticism; Narrative structure; World Wide Web; Information retrieval; Narrative inquiry; Artificial intelligence; Linguistics; Programming language; Philosophy","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":[0.0001893726,0.00006618627,0.0001486885,0.00003934831,0.0001425048,0.0004817196,0.0002767368,0.00002914823,0.00001683778],"category_scores_gemma":[0.0002359326,0.00004587222,0.0001055024,0.0002419297,0.00003775898,0.0008257834,0.0000607976,0.0001407083,0.00000409136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006278644,"about_ca_system_score_gemma":0.0002805773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000485633,"about_ca_topic_score_gemma":0.00001565499,"domain_scores_codex":[0.9990752,0.00004444191,0.0003730732,0.00009044351,0.0003135734,0.0001033072],"domain_scores_gemma":[0.9983599,0.0000291458,0.0002616708,0.0001320189,0.001156213,0.00006100411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004492132,0.0003141938,0.00221629,0.00009390758,0.0009662004,0.002243949,0.3058387,0.06910724,0.03921491,0.3695,0.1159255,0.09453421],"study_design_scores_gemma":[0.001736846,0.0004033288,0.002781124,0.0002794079,0.0001706473,0.003210028,0.03628395,0.4065823,0.03812551,0.04647903,0.463194,0.0007538387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2083913,0.000610667,0.776616,0.01158833,0.0009009471,0.00002230585,5.276104e-7,0.00001771663,0.001852214],"genre_scores_gemma":[0.8251125,0.00005142882,0.1711083,0.0005641423,0.0003202227,1.732265e-7,0.00000105742,0.000002898841,0.002839296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6167212,"threshold_uncertainty_score":0.4645233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377907282816144,"score_gpt":0.3051666231684335,"score_spread":0.2713875503402721,"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."}}