{"id":"W4379621255","doi":"10.1353/mos.2020.0034","title":"Corpus","year":2020,"lang":"en","type":"article","venue":"Mosaic","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cadet; Parade; Dozen; Shot (pellet); Portrait; Cover (algebra); Art history; Art; History; Humanities; Archaeology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025059,0.0006874871,0.0008015373,0.004518025,0.004198045,0.005725926,0.00198896,0.001444642,0.2899119],"category_scores_gemma":[0.008833684,0.0005413564,0.0003705256,0.007708705,0.001406204,0.004908875,0.003315401,0.002435343,0.1444562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163033,"about_ca_system_score_gemma":0.003325466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045071,"about_ca_topic_score_gemma":0.02796886,"domain_scores_codex":[0.9984263,0.000416701,0.0001482012,0.0004133589,0.0004319077,0.0001634874],"domain_scores_gemma":[0.9972715,0.00101966,0.0001266974,0.0004923625,0.0009537639,0.0001359375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00015865,0.00002108761,0.0003844264,0.0005322453,0.00000702197,0.000177422,0.002626242,0.00008163138,0.0003619982,0.04922032,0.8930425,0.05338646],"study_design_scores_gemma":[0.00000847935,0.000004137103,0.0004242324,0.0001377013,0.000002219434,0.00005555882,0.0005336974,0.00005088857,0.0001459951,0.002466972,0.9961648,0.000005335521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004984261,0.002831039,0.004996425,0.005116278,0.003399228,0.0004832203,0.2184023,0.001875107,0.7579122],"genre_scores_gemma":[0.04962359,0.003477765,0.01530339,0.003527767,0.001519008,0.002226079,0.4004766,0.004489929,0.5193559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2899119,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555121475894226,"score_gpt":0.2679572931450346,"score_spread":0.2324060783860924,"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."}}