{"id":"W4396942475","doi":"10.53555/sfs.v10i1.1793","title":"Understanding The Role Of Folk Ballad Songs As Medium Of Mass Communication In Rural India","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vernacular; Folk culture; Ballad; Sociology; Aesthetics; History; Literature; Anthropology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007236245,0.0002942039,0.0001649679,0.001240964,0.002843598,0.006376724,0.0009780229,0.0007555316,0.001916193],"category_scores_gemma":[0.001624125,0.0002629702,0.0001837467,0.001173989,0.004612568,0.004324317,0.002112522,0.001215532,0.0003020154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357278,"about_ca_system_score_gemma":0.002391484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03162332,"about_ca_topic_score_gemma":0.03545208,"domain_scores_codex":[0.999241,0.0003509819,0.00001784518,0.00007555638,0.00007980513,0.000234759],"domain_scores_gemma":[0.9986687,0.0006823892,0.0002681785,0.0000401599,0.0001696531,0.0001709007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000706376,0.0001033599,0.05097978,0.0004675885,0.00001974696,0.002719652,0.8711765,0.0002040544,0.004640727,0.03531121,0.001315229,0.03299152],"study_design_scores_gemma":[0.000005315954,0.00006494168,0.09225281,0.0003758992,0.00003922265,0.001026474,0.8768705,0.0005894981,0.0004307048,0.005209862,0.02310537,0.00002949329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193593,0.003216733,0.001532945,0.005545545,0.00003393936,0.00004212634,0.00006038776,0.00002429553,0.07018477],"genre_scores_gemma":[0.9960141,0.00159649,0.0003502029,0.0002385741,0.00001418523,0.0000119724,0.00001461886,0.000006016106,0.001753847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03162332,"threshold_uncertainty_score":0.06287855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116349466345415,"score_gpt":0.2710968831058659,"score_spread":0.05946193647132439,"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."}}