{"id":"W4389093133","doi":"10.5539/jgg.v15n2p43","title":"Reviewer Acknowledgements for Journal of Geography and Geology, Vol. 15, No. 2","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; Physical geography; Geography; Geology; Earth science; Library science; 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":[0.002391524,0.0001374151,0.0004450289,0.0006275701,0.000320744,0.00002753575,0.0002302836,0.0001582129,0.0002535793],"category_scores_gemma":[0.001686061,0.0001075786,0.0002928088,0.0003149272,0.0008060971,0.0002179645,0.00007848829,0.0002102161,0.00002468156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001169739,"about_ca_system_score_gemma":0.00006803142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001773337,"about_ca_topic_score_gemma":0.00004356867,"domain_scores_codex":[0.9983969,0.0001816957,0.0006147244,0.0001416549,0.0003015772,0.0003633861],"domain_scores_gemma":[0.9963425,0.0002610206,0.0006127831,0.0000715498,0.002515334,0.0001968507],"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":[0.0001262438,0.00007653247,0.8207816,0.00005781858,0.0003567498,0.00001859414,0.0007453281,0.000005796659,0.00001215227,0.000334401,0.1638781,0.01360663],"study_design_scores_gemma":[0.0006683973,0.0003599458,0.4144363,0.00004577484,0.00006595028,0.00001153337,0.0003024056,0.000003353527,0.000002557594,0.007567167,0.5764501,0.00008654795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9538414,0.02421355,0.0003689577,0.005080888,0.0141112,0.0004202621,0.000005008817,0.00001502105,0.001943716],"genre_scores_gemma":[0.4102304,0.5515203,0.009761961,0.003335228,0.01535721,0.00005208316,0.00002446817,0.0000686947,0.00964962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.543611,"threshold_uncertainty_score":0.4386927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637291243414681,"score_gpt":0.2769379093854661,"score_spread":0.2605649969513193,"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."}}