{"id":"W4235597390","doi":"10.4000/belphegor.921","title":"Middlebrow","year":2017,"lang":"en","type":"paratext","venue":"Belphégor","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002850555,0.0006801359,0.0008377524,0.0002979964,0.0004430749,0.0003354024,0.001799316,0.000836701,0.03633947],"category_scores_gemma":[0.0002063222,0.0006589894,0.0003547992,0.0001089537,0.0002624262,0.000278292,0.0003688162,0.0008186607,0.9398971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196417,"about_ca_system_score_gemma":0.0004829587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000255825,"about_ca_topic_score_gemma":0.0001031421,"domain_scores_codex":[0.9972195,0.00009608334,0.000392083,0.0008629001,0.0006265547,0.0008029034],"domain_scores_gemma":[0.996055,0.00005861373,0.000775565,0.002673368,0.0001827281,0.0002547321],"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":[0.0000294723,0.00005852074,0.000007620363,0.0001366503,0.00009780921,0.00003814025,0.00003996252,0.000003269629,0.000609858,0.0001205879,0.9972286,0.001629566],"study_design_scores_gemma":[0.000503902,0.00004140349,0.0001715947,0.0002271752,0.0001070421,0.00002694681,0.000006932515,0.000008778467,0.0005628936,0.00008984133,0.9974823,0.000771181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002042288,0.00665429,0.00002108237,0.0001465371,0.007747888,0.0005733921,0.003012529,0.0001932485,0.9814468],"genre_scores_gemma":[0.004783725,0.0001405477,0.0003539752,0.0001354211,0.003469663,0.0001374042,0.001734158,0.0005742962,0.9886708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9035577,"threshold_uncertainty_score":0.9995861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05925299897963279,"score_gpt":0.3212206226988491,"score_spread":0.2619676237192163,"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."}}