{"id":"W2584879812","doi":"10.1016/b978-1-4831-6720-6.50060-7","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":[],"consensus_categories":[],"category_scores_codex":[0.0002947988,0.001688963,0.0009662892,0.002721713,0.001510697,0.00540977,0.001239595,0.001460514,0.6048605],"category_scores_gemma":[0.0007603898,0.0006460528,0.00062724,0.002968442,0.000713574,0.004461767,0.002848739,0.001803043,0.5022494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000956109,"about_ca_system_score_gemma":0.001034848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031018,"about_ca_topic_score_gemma":0.007397904,"domain_scores_codex":[0.9996948,0.0000235507,0.00001261574,0.00007227617,0.0001541555,0.00004257792],"domain_scores_gemma":[0.999803,0.00004093599,0.00001218722,0.00004421316,0.00005900474,0.00004066207],"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":[0.00004526792,0.0000589076,0.0001511967,0.0003276894,0.000007257457,0.0001256999,0.0003237157,0.000261172,0.0009460653,0.03068068,0.4488342,0.5182382],"study_design_scores_gemma":[0.000003484118,0.000006845986,0.0001519084,0.0001249227,0.000003714198,0.000117565,0.00007696846,0.00007715541,0.0002183654,0.003005293,0.9962094,0.000004512105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003219114,0.00298561,0.001193441,0.0002872244,0.0002970396,0.00001798674,0.0003639185,0.0006255326,0.9939074],"genre_scores_gemma":[0.0008820719,0.001310313,0.0004708854,0.00006522646,0.00003686614,0.00001056489,0.0002579816,0.0002274312,0.9967386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6048605,"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."}}