{"id":"W3021385341","doi":"10.1016/b978-1-4832-8304-3.50065-1","title":"KERION","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002947988,0.001688962,0.0009662888,0.00272171,0.001510695,0.00540977,0.001239595,0.001460514,0.6048605],"category_scores_gemma":[0.0007603887,0.0006460528,0.00062724,0.002968439,0.0007135736,0.004461762,0.002848736,0.001803043,0.5022494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000956109,"about_ca_system_score_gemma":0.001034847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031016,"about_ca_topic_score_gemma":0.007397896,"domain_scores_codex":[0.9996948,0.0000235507,0.00001261574,0.0000722761,0.0001541555,0.00004257796],"domain_scores_gemma":[0.999803,0.00004093591,0.00001218721,0.00004421316,0.00005900468,0.00004066199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004526794,0.00005890757,0.0001511967,0.0003276892,0.000007257453,0.0001256999,0.0003237155,0.0002611721,0.0009460657,0.03068065,0.4488345,0.5182379],"study_design_scores_gemma":[0.000003484122,0.000006845986,0.0001519087,0.0001249228,0.000003714198,0.0001175651,0.00007696852,0.00007715541,0.0002183656,0.003005293,0.9962094,0.000004512114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003219114,0.002985609,0.001193441,0.0002872244,0.0002970396,0.00001798674,0.0003639183,0.0006255326,0.9939074],"genre_scores_gemma":[0.0008820719,0.001310313,0.0004708852,0.00006522646,0.00003686614,0.0000105649,0.0002579816,0.0002274312,0.9967386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3951395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873779764507009,"score_gpt":0.2354043904869839,"score_spread":0.2166665928419139,"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."}}