{"id":"W4417220413","doi":"10.33137/emdr.v6i2.42371","title":"In Our Time","year":2024,"lang":"","type":"article","venue":"Early Modern Digital Review","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008973819,0.0005222841,0.0009994054,0.0002013142,0.0001168256,0.0029034,0.0007465022,0.000235609,0.0006303224],"category_scores_gemma":[0.0009375807,0.0004837267,0.0005996944,0.001406674,0.0002361602,0.005905139,0.000171279,0.0005334979,0.02486579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928077,"about_ca_system_score_gemma":0.0007380902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001205472,"about_ca_topic_score_gemma":0.00003067787,"domain_scores_codex":[0.9956216,0.00016708,0.001042723,0.0009674685,0.001129565,0.001071614],"domain_scores_gemma":[0.99845,0.0002378565,0.0001278615,0.0005002956,0.00008162533,0.0006023285],"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":[0.000008320692,0.0001667652,0.0001271908,0.003443289,0.00006133439,0.0005143798,0.005575172,0.000001106758,0.000003523101,0.003315213,0.0466654,0.9401183],"study_design_scores_gemma":[0.0001973531,0.0001953951,0.000210087,0.02949594,0.0001002749,0.00003530298,0.0001708788,0.0007638666,0.000002502032,0.01740901,0.9505079,0.0009115069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006219841,0.6598389,0.0000432837,0.00815274,0.001717959,0.001027835,0.0001358782,0.0001684492,0.3226952],"genre_scores_gemma":[0.7758958,0.156028,0.00001100216,0.001195512,0.001111472,0.00004907756,0.00001723991,0.00007771099,0.0656142],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9392068,"threshold_uncertainty_score":0.9997615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675104133710486,"score_gpt":0.3183153729732161,"score_spread":0.2915643316361112,"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."}}