{"id":"W4249770949","doi":"10.5539/jgg.v9n4p80","title":"Reviewer Acknowledgements for Journal of Geography and Geology, Vol. 9, No. 4","year":2017,"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; Geography; Geology; Physical geography; Earth science; Sociology","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":[0.002100591,0.0001355106,0.0004551152,0.0003151133,0.0007531468,0.00006456322,0.0003855104,0.0001593573,0.0002177813],"category_scores_gemma":[0.003213658,0.0001041697,0.0002859083,0.00005641038,0.001365331,0.0003571832,0.00009867318,0.0002108953,0.000007629714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001105476,"about_ca_system_score_gemma":0.00006729298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003668277,"about_ca_topic_score_gemma":0.00007389652,"domain_scores_codex":[0.9986057,0.0001357754,0.0005545439,0.000134618,0.0002610541,0.0003082994],"domain_scores_gemma":[0.9948536,0.000150185,0.001147242,0.0001264989,0.00352378,0.0001987222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255662,0.00007914985,0.934252,0.00003641207,0.0002843885,0.000009727552,0.000380536,9.201248e-7,0.000006559603,0.0003223353,0.04882348,0.01567889],"study_design_scores_gemma":[0.0007114945,0.0003200662,0.5149007,0.00004674377,0.00006737728,0.000009869091,0.0001121649,0.000001186065,0.000002797089,0.006514888,0.477237,0.00007577184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406673,0.02859309,0.0006035616,0.005158383,0.01999805,0.0004331923,0.000004216934,0.00000580235,0.00453638],"genre_scores_gemma":[0.7064701,0.2619617,0.01162444,0.001707316,0.01375922,0.00002228789,0.00000503484,0.00003607394,0.004413848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284135,"threshold_uncertainty_score":0.5792673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179204452716022,"score_gpt":0.2871776706213463,"score_spread":0.2692572253497441,"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."}}