{"id":"W4281492096","doi":"10.32920/ifmj.v2i2.1559","title":"Listening to Passengers, Listening to Stories","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Narrative; Public relations; Context (archaeology); Sociology; Public space; Persona; Aesthetics; Social psychology; Psychology; Media studies; Internet privacy; Political science; History; Engineering; Communication","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000959004,0.0001170296,0.0002331815,0.0001629123,0.002141459,0.0002934623,0.0002361723,0.00003901927,0.0007780347],"category_scores_gemma":[0.001590222,0.0001181312,0.00009805014,0.0002709592,0.00007120761,0.0003399897,0.0001239239,0.0006119163,0.00001680509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650506,"about_ca_system_score_gemma":0.0002607922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006791052,"about_ca_topic_score_gemma":0.001435455,"domain_scores_codex":[0.9982477,0.0003766558,0.0002269535,0.0001977552,0.0005543943,0.0003965542],"domain_scores_gemma":[0.9984872,0.0005877212,0.0001258067,0.00006837546,0.0002185803,0.0005122803],"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":[0.0002886824,0.00004021376,0.002031603,0.000003126418,0.00006372224,0.0001246337,0.9306993,0.00003061718,0.00110974,0.00175444,0.02161437,0.04223953],"study_design_scores_gemma":[0.0002831722,0.0001496237,0.002035397,0.00003501829,0.00002153414,0.00002651949,0.2907293,0.00001062835,0.00004342192,0.0002959919,0.7062076,0.0001617244],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307556,0.0008570741,0.0007854853,0.01273699,0.01003022,0.0004140639,0.00005168026,0.00006646789,0.04430246],"genre_scores_gemma":[0.9926501,0.00005907385,0.0003230409,0.001666818,0.002226295,0.00003606515,0.000001931876,0.00001376303,0.003022901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6845933,"threshold_uncertainty_score":0.9991576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097703678460387,"score_gpt":0.3332912383806712,"score_spread":0.3123142015960673,"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."}}