{"id":"W4243096998","doi":"10.3983/twc.2010.00174","title":"","year":2010,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Art; Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002689367,0.000390487,0.0004137935,0.00008267677,0.001864878,0.0008077737,0.0002174263,0.0001489212,0.0003648481],"category_scores_gemma":[0.00002437112,0.0002412301,0.0001471366,0.00004268158,0.00176477,0.00135686,0.0000285329,0.0009610321,0.000008300376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004499454,"about_ca_system_score_gemma":0.000008743473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008245321,"about_ca_topic_score_gemma":0.009404276,"domain_scores_codex":[0.9985538,0.00005843602,0.0003770495,0.0003377543,0.0001861683,0.0004867708],"domain_scores_gemma":[0.9993088,0.00007973897,0.00007993904,0.0001773171,0.0002093828,0.0001448264],"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":[0.0001119233,0.00005708488,0.0001963937,0.00004374342,0.00009764536,0.00000482502,0.5969713,9.982131e-7,0.0006313778,0.3930113,0.002666273,0.006207167],"study_design_scores_gemma":[0.001640822,0.0002881096,0.006643224,0.000112868,0.0001039309,0.00004489876,0.2168812,0.00001793701,0.0005664247,0.01350458,0.7595403,0.0006557307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884915,0.003954517,0.0001084171,0.005679305,0.001211006,0.0004681527,0.0001294064,0.0002479412,0.1032863],"genre_scores_gemma":[0.9954855,0.0004384257,0.0002194809,0.001867415,0.0008992345,0.00008448683,0.0000439126,0.00001721297,0.0009443715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756874,"threshold_uncertainty_score":0.9994345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157046454020543,"score_gpt":0.2371750004733726,"score_spread":0.2256045359331672,"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."}}