{"id":"W4414291419","doi":"10.1080/01614622.2025.2560733","title":"From Factory Worker to Senator: A Biography of Peter Bosa","year":2025,"lang":"en","type":"article","venue":"Italian Culture","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Biography; Factory (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548566,0.0005224359,0.000421907,0.000784546,0.01483823,0.004227376,0.0004618723,0.001365979,0.006440604],"category_scores_gemma":[0.003039067,0.0003080971,0.0001337827,0.001149001,0.006254188,0.002760152,0.001314164,0.006425716,0.002125825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004999537,"about_ca_system_score_gemma":0.007525293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1325429,"about_ca_topic_score_gemma":0.1909822,"domain_scores_codex":[0.9987658,0.0005636418,0.00002566584,0.0001223718,0.0001947911,0.000327712],"domain_scores_gemma":[0.9985176,0.0005068341,0.0001021318,0.00003235182,0.0002834541,0.0005576622],"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":[0.0000343373,0.00002570151,0.001273638,0.0001007269,0.000006735196,0.0004152807,0.07035153,0.00004381232,0.0002653873,0.0172472,0.8930881,0.01714742],"study_design_scores_gemma":[0.000003978733,0.00001851057,0.002976361,0.0001934361,0.00000389285,0.0003666169,0.04884796,0.00001970957,0.00009889183,0.001172547,0.9462723,0.00002587817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02367963,0.07581003,0.0005295249,0.7471841,0.01401668,0.00003674737,0.0002493646,0.00007053568,0.1384234],"genre_scores_gemma":[0.4616672,0.07660133,0.00100925,0.1830431,0.01017909,0.0001256286,0.0001126427,0.000284993,0.2669768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1325429,"threshold_uncertainty_score":0.2635429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093399334449672,"score_gpt":0.2845695563345303,"score_spread":0.2736355629900336,"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."}}