{"id":"W4378908249","doi":"10.5539/jgg.v15n1p63","title":"Reviewer Acknowledgements for Journal of Geography and Geology, Vol. 15, No. 1","year":2023,"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","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":[0.002402882,0.000137453,0.0004449344,0.0006279265,0.0003207236,0.000027484,0.0002303948,0.0001582121,0.0002577977],"category_scores_gemma":[0.001703887,0.0001076091,0.0002928579,0.0003151397,0.0008061068,0.0002178351,0.00007849787,0.0002102581,0.0000249123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001169448,"about_ca_system_score_gemma":0.00006829516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001757978,"about_ca_topic_score_gemma":0.0000433462,"domain_scores_codex":[0.9983969,0.0001817488,0.0006144842,0.0001417468,0.0003016421,0.0003635015],"domain_scores_gemma":[0.996335,0.0002642648,0.000612044,0.00007166961,0.002520199,0.0001968769],"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":[0.0001253166,0.00007563282,0.8211464,0.00005667739,0.0003524536,0.00001794506,0.0007358198,0.000005703127,0.00001237873,0.0003254155,0.1640183,0.01312791],"study_design_scores_gemma":[0.000665306,0.0003603544,0.4180111,0.00004632974,0.00006624287,0.00001152595,0.0003054989,0.000003377415,0.000002574768,0.007525517,0.5729154,0.00008681686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9543894,0.02381133,0.0003747994,0.005087822,0.01399681,0.0004195996,0.000005091726,0.00001497736,0.001900194],"genre_scores_gemma":[0.4184027,0.5431454,0.01001268,0.00335549,0.01525569,0.00005328964,0.0000245277,0.00006919929,0.009681023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5359867,"threshold_uncertainty_score":0.4388172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697646421354153,"score_gpt":0.2775186548077049,"score_spread":0.2605421905941634,"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."}}