{"id":"W4246529776","doi":"10.5539/jgg.v11n4p64","title":"Reviewer Acknowledgements for Journal of Geography and Geology, Vol. 11, No. 4","year":2020,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regional science; Physical geography; Geography; Library science; Geology; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292562,0.0001407457,0.0004759639,0.0002624105,0.0002522531,0.00002722411,0.0002373842,0.0001450298,0.0002925319],"category_scores_gemma":[0.001844793,0.0001103137,0.0002922727,0.0001842446,0.0007621123,0.0002265576,0.00007049998,0.0002071853,0.000008683467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009504835,"about_ca_system_score_gemma":0.00006945509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001544937,"about_ca_topic_score_gemma":0.00003335629,"domain_scores_codex":[0.9984786,0.0001784761,0.0006228772,0.000146997,0.0002760179,0.000297061],"domain_scores_gemma":[0.996383,0.0001778984,0.0006668887,0.00005468927,0.002428543,0.0002889749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001767248,0.00008039545,0.8975713,0.00006670896,0.0003035056,0.00001357952,0.001080419,0.000004061724,0.00001634986,0.0003462419,0.09271394,0.007626758],"study_design_scores_gemma":[0.0009234727,0.0006054137,0.2527651,0.00003993068,0.00009529891,0.00001144377,0.0003198527,0.000004396303,0.000005288808,0.003097993,0.7420267,0.0001050761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221777,0.04377317,0.001593437,0.01911977,0.0107732,0.0005678309,0.000006124118,0.0000116034,0.001977126],"genre_scores_gemma":[0.6849588,0.2658923,0.01867859,0.01088697,0.01773558,0.00002793949,0.00001178497,0.00005546716,0.001752632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493127,"threshold_uncertainty_score":0.4498462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755531494800092,"score_gpt":0.2640791856862784,"score_spread":0.2465238707382774,"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."}}