{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004227011,0.00002586934,0.00004478802,0.000002707499,0.0003234946,0.000007011964,0.00006965255,0.00001614025,0.0002925879],"category_scores_gemma":[0.0000782893,0.00002279127,0.00002008458,0.0001033159,0.0001124303,0.00003195027,0.00001119899,0.00003486905,0.0002690337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916283,"about_ca_system_score_gemma":0.00002317811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000683653,"about_ca_topic_score_gemma":0.0001534888,"domain_scores_codex":[0.9996989,0.00002985193,0.00003254812,0.0000655844,0.00008960934,0.0000834473],"domain_scores_gemma":[0.9998774,0.000009816623,0.00001293433,0.00002527412,0.00001384596,0.00006073201],"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":[0.00001058925,0.00001687819,0.004240015,0.000005684354,0.00001736699,0.00001505,0.295669,0.000002500954,0.0003318577,0.1252558,0.5683224,0.006112874],"study_design_scores_gemma":[0.00002983866,0.00001138349,0.0001632533,6.243151e-7,0.00000296327,3.685551e-8,0.006197953,8.358385e-7,0.00001231953,0.000333401,0.9932132,0.00003420467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01636529,0.0009774922,0.00009343452,0.01812561,0.0002740745,0.00008247385,0.000004854933,0.0001798454,0.9638969],"genre_scores_gemma":[0.9938503,0.00002401845,0.00004308451,0.001650692,0.0003142839,0.000003137577,7.156132e-7,0.000002039444,0.004111765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.977485,"threshold_uncertainty_score":0.3457973,"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."}}