{"id":"W6936917350","doi":"10.58079/v3fv","title":"UrbRel podcasts: Anne Murphy with Kristine Iara & Enrico Piergiacomi","year":2023,"lang":"en","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Focus (optics); Exposition (narrative)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006462305,0.0003716623,0.0004365118,0.0004383582,0.000938024,0.000401169,0.0007820055,0.0005365063,0.0005705948],"category_scores_gemma":[0.0009445946,0.0003447312,0.0001788793,0.003210907,0.000744745,0.001085596,0.000118909,0.0006678202,0.0009919192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682842,"about_ca_system_score_gemma":0.0005635615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029275,"about_ca_topic_score_gemma":0.001824435,"domain_scores_codex":[0.996836,0.0002601442,0.0003076326,0.0006130986,0.0008840737,0.001099048],"domain_scores_gemma":[0.9978851,0.0004253225,0.0002441879,0.0004179229,0.0002580001,0.0007694623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004410137,0.0003195369,0.008526868,0.00004023983,0.0003530982,0.001212178,0.039899,0.0003041315,0.001433155,0.03365553,0.8820722,0.03174305],"study_design_scores_gemma":[0.002823537,0.000238618,0.07406434,0.0001492564,0.0001201968,0.00007791886,0.03765236,0.00009117461,0.0001398103,0.000648614,0.8830221,0.0009720325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6941024,0.0001825302,0.0001266321,0.02355875,0.0008865466,0.0006570792,0.0001976355,0.001124954,0.2791635],"genre_scores_gemma":[0.8977644,0.00008665451,0.0003541611,0.0004676813,0.001251912,0.00002105455,0.0002313682,0.00005702306,0.09976576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.203662,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212777233136242,"score_gpt":0.2759341233522847,"score_spread":0.2338063510209223,"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."}}