{"id":"W7100074835","doi":"","title":"Producing a Podcast About the City, Safety, and Identities","year":2017,"lang":"","type":"other","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Context (archaeology); Identity (music); Metis; Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001642481,0.000618799,0.0008043846,0.0001818088,0.003017529,0.003505266,0.00158416,0.0004903792,0.009630139],"category_scores_gemma":[0.001315744,0.0004176928,0.000249692,0.000179011,0.004889564,0.0008865164,0.0005875205,0.0004970964,0.000550429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133981,"about_ca_system_score_gemma":0.000557674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009710486,"about_ca_topic_score_gemma":0.02924513,"domain_scores_codex":[0.9961005,0.0002475354,0.0005296307,0.001034563,0.001112505,0.0009752432],"domain_scores_gemma":[0.997191,0.0003791338,0.0007164048,0.001188826,0.0001339582,0.0003906827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008865736,0.0001724237,0.008454405,0.0004351113,0.0005113335,0.000081771,0.111935,6.878379e-7,0.000005963523,0.05636274,0.3085767,0.5133752],"study_design_scores_gemma":[0.0003428295,0.00007267737,0.009824359,0.0006848043,0.0001133617,0.00003369004,0.006182402,0.000008388956,0.000004883121,0.003902734,0.9781611,0.0006687815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001792773,0.008289582,0.00004280433,0.002955474,0.004878358,0.001132485,0.00006505971,0.00009891336,0.9807445],"genre_scores_gemma":[0.07502239,0.0182939,0.00003840528,0.0003322907,0.005340274,0.00002138297,0.000006152611,0.0001226273,0.9008226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6695845,"threshold_uncertainty_score":0.9998275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796707755873606,"score_gpt":0.3056462153526776,"score_spread":0.2676791377939415,"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."}}