{"id":"W4254844727","doi":"10.7771/1481-4374.3136","title":"Bibliography of Contextual (Systemic and Empirical) Approaches in the Study of Literature and Culture","year":2016,"lang":"en","type":"article","venue":"CLCWeb Comparative Literature and Culture","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Society; Royal Society of Canada; Purdue University; Modern Language Association","keywords":"Bibliography; Sociology; Computer science; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002979281,0.0003084831,0.0006418056,0.00123485,0.0002217546,0.0002788738,0.0001722662,0.0001295569,0.0000228168],"category_scores_gemma":[0.00001302431,0.0001283373,0.00009735345,0.002068738,0.0006521298,0.0004181512,0.00004155251,0.0003186449,4.13476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001954608,"about_ca_system_score_gemma":0.00000504556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005370562,"about_ca_topic_score_gemma":0.000175481,"domain_scores_codex":[0.9983187,0.0005629992,0.0003870534,0.0003770258,0.0001905457,0.0001636334],"domain_scores_gemma":[0.9991127,0.0001545257,0.0002167109,0.0002130785,0.0002466453,0.00005635186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000208704,0.0003504191,0.01033471,0.0001467911,0.0002333558,0.000009071358,0.9257818,2.799028e-7,0.001413939,0.03784238,0.02346242,0.0002161308],"study_design_scores_gemma":[0.006082652,0.003592498,0.009571879,0.003282848,0.000505947,0.0001128415,0.8270386,0.00002250725,0.000746056,0.0422428,0.1058539,0.0009474141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95493,0.03885078,0.000005946285,0.0003801039,0.00003900477,0.0005008023,0.0002079067,0.00001189911,0.005073537],"genre_scores_gemma":[0.9960107,0.002337201,0.00001473259,0.0001561202,0.0001536421,0.00003251762,0.00002755623,0.000006772229,0.00126077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09874318,"threshold_uncertainty_score":0.5233444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885652283264125,"score_gpt":0.2943741813028686,"score_spread":0.2058089529764561,"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."}}