{"id":"W4245374098","doi":"10.1016/b978-0-12-816136-4.09989-9","title":"Contributors","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","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":["insufficient_payload"],"category_scores_codex":[0.0005853756,0.001209108,0.0007935733,0.003821879,0.001857543,0.006669727,0.001500949,0.001541824,0.6911403],"category_scores_gemma":[0.002647533,0.0004958972,0.0005094509,0.003149964,0.0007136246,0.004773274,0.003519256,0.001872724,0.614648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516248,"about_ca_system_score_gemma":0.001903525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055252,"about_ca_topic_score_gemma":0.005131647,"domain_scores_codex":[0.9993223,0.00007254598,0.00002219772,0.0001245851,0.0003852243,0.0000731137],"domain_scores_gemma":[0.9988831,0.0001359014,0.00004144645,0.0001468659,0.0004670381,0.0003257064],"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":[0.00001348017,0.00002254221,0.00006453948,0.0001173476,0.000001603749,0.00003419562,0.0001239064,0.00005589145,0.0001861448,0.009520096,0.8794135,0.1104467],"study_design_scores_gemma":[0.000001344423,0.00000199915,0.00004417497,0.0000552745,8.851729e-7,0.00002259617,0.0000432112,0.00001837988,0.00002901486,0.0009491509,0.9988325,0.000001541486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000322857,0.002785936,0.001068886,0.001382431,0.003822105,0.00007581731,0.0005829339,0.0006845028,0.9892744],"genre_scores_gemma":[0.000371523,0.0007698577,0.0002305218,0.0001812552,0.0002720823,0.00001750859,0.0002951426,0.0001930389,0.997669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3088597,"threshold_uncertainty_score":0.4405509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714753059179018,"score_gpt":0.2473282174763506,"score_spread":0.2301806868845604,"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."}}