{"id":"W7117132894","doi":"10.5281/zenodo.18025420","title":"Listening Again: Media, Music, and Intergenerational Cultural Negotiation in Diasporic Contexts","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Negotiation; Active listening; Meaning (existential); Space (punctuation); Cultural studies; Cultural diversity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003344739,0.0003476677,0.0003036194,0.00146001,0.005438852,0.01081138,0.0008591798,0.001196431,0.004320044],"category_scores_gemma":[0.005449843,0.0002875096,0.0001829461,0.001276738,0.01478254,0.007207433,0.008273879,0.001598142,0.0002638987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361808,"about_ca_system_score_gemma":0.001005541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902676,"about_ca_topic_score_gemma":0.002840008,"domain_scores_codex":[0.9978338,0.001501448,0.00005291687,0.0001780192,0.0001837334,0.0002499922],"domain_scores_gemma":[0.9973843,0.00169612,0.0003086764,0.0001707685,0.0001165469,0.0003237055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007669952,0.00005673825,0.009311317,0.0001195995,0.0000215343,0.001922975,0.8871967,0.00009220529,0.001668403,0.0762328,0.0004305985,0.02287037],"study_design_scores_gemma":[0.00001443224,0.00008498113,0.01454119,0.0002095687,0.00002883365,0.0008155123,0.9291027,0.0002446568,0.0007526516,0.02465372,0.02952275,0.00002903141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771241,0.002977223,0.003655563,0.002692641,0.000123347,0.00004250889,0.00003007062,0.0000249601,0.1133296],"genre_scores_gemma":[0.9976408,0.000454799,0.0002728793,0.00008418509,0.00001678091,0.00001331862,0.000007253413,0.000007414539,0.00150263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081138,"threshold_uncertainty_score":0.01768893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653192142014986,"score_gpt":0.2414472092758052,"score_spread":0.1949152878556553,"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."}}