{"id":"W4233401377","doi":"10.1163/1872-9037_afco_asc_2243","title":"University of Calgary Press","year":2014,"lang":"en","type":"dataset","venue":"African Studies Companion Online","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003244662,0.0005487866,0.001649116,0.0002589317,0.0001946756,0.000007889148,0.001078896,0.0002024351,0.0001124985],"category_scores_gemma":[0.0002168704,0.0005533592,0.0002386025,0.000431922,0.0008273558,0.000059661,0.001399253,0.0005500064,0.0005756083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545736,"about_ca_system_score_gemma":0.0000951548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570267,"about_ca_topic_score_gemma":0.005283151,"domain_scores_codex":[0.9973285,0.0004166925,0.0005077636,0.0006563481,0.0006476857,0.0004429713],"domain_scores_gemma":[0.9966046,0.0004257641,0.0009732966,0.001256329,0.0005934673,0.0001465983],"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":[0.0001304982,0.000615434,0.00001945713,0.000374729,0.001016914,0.0000315805,0.0001544372,0.00002348829,0.00001114746,0.0000509468,0.9973216,0.0002497852],"study_design_scores_gemma":[0.000812507,0.0001825455,0.0005198705,0.0002355492,0.0006144296,0.000005663118,0.001474663,0.00009837145,0.000003205602,0.00001358571,0.9955543,0.0004852988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000271608,0.003156153,0.00001820819,0.00005482535,0.0004425486,0.0003554139,0.9952476,0.0001296662,0.0003240024],"genre_scores_gemma":[0.0003284042,0.002762155,0.0005448619,0.00004021661,0.0002596068,0.000001667213,0.9955908,0.00005858784,0.0004136764],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.001767272,"threshold_uncertainty_score":0.9996918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591308532396042,"score_gpt":0.2981568940153921,"score_spread":0.2422438086914317,"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."}}