{"id":"W4247464392","doi":"10.1080/00253359.2008.10657072","title":"REVIEWS","year":2008,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","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":[0.0005166666,0.00112868,0.0007824062,0.001455186,0.0007582588,0.002510084,0.001303293,0.001909693,0.3054676],"category_scores_gemma":[0.001922669,0.0003948817,0.0005689497,0.001176578,0.0007430639,0.001633746,0.001869087,0.002070871,0.2710174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009374923,"about_ca_system_score_gemma":0.001612016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773598,"about_ca_topic_score_gemma":0.004133886,"domain_scores_codex":[0.999514,0.00006352448,0.00002526439,0.00008714822,0.0002432473,0.00006688299],"domain_scores_gemma":[0.9993767,0.00008979326,0.00004999282,0.00009621419,0.0002376773,0.0001496328],"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":[0.00002851862,0.00001594661,0.0000562535,0.0003942501,0.000008028145,0.00005060538,0.00002504112,0.00002047398,0.0004584939,0.002102675,0.8256981,0.1711416],"study_design_scores_gemma":[0.000002205152,0.000004798148,0.00006176685,0.00009334444,0.000002679322,0.000059057,0.000008151454,0.000002761611,0.00004175669,0.0002355228,0.9994868,0.000001308543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006215894,0.3128231,0.001278312,0.0163407,0.05688991,0.000116797,0.0009201262,0.0007774145,0.6102321],"genre_scores_gemma":[0.003472632,0.1153397,0.0007927083,0.009140019,0.01245108,0.00008208615,0.0008930696,0.0002081113,0.8576205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6945324,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078191825732929,"score_gpt":0.2829023966289307,"score_spread":0.1750832140556378,"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."}}