{"id":"W4245508464","doi":"10.5539/jgg.v12n1p76","title":"Reviewer Acknowledgements for Journal of Geography and Geology, Vol. 12, No. 1","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":"Physical geography; Geography; Regional science; Geology; Library science; 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":[0.001302644,0.0001406823,0.0004753261,0.0002598588,0.000252374,0.00002686415,0.0002368308,0.0001464653,0.0003127],"category_scores_gemma":[0.001864863,0.0001102263,0.0002921605,0.0001543097,0.0007614383,0.0002258991,0.00007049341,0.0002354902,0.000009791413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009583507,"about_ca_system_score_gemma":0.00006964339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001298383,"about_ca_topic_score_gemma":0.00002549313,"domain_scores_codex":[0.9984785,0.0001783514,0.0006224733,0.0001468988,0.0002769247,0.0002968989],"domain_scores_gemma":[0.9966161,0.0001769634,0.0006667327,0.00005469416,0.002196415,0.0002890731],"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":[0.000249965,0.00009161155,0.8817229,0.00007285155,0.0003997553,0.00001478,0.001297555,0.000004517657,0.00001800143,0.0002995064,0.1033209,0.01250768],"study_design_scores_gemma":[0.0009424062,0.0007194441,0.2775154,0.00004001086,0.00009558056,0.00001121652,0.0003073491,0.000004406521,0.000004265142,0.00333162,0.7169238,0.0001045057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924773,0.0624584,0.002335321,0.02270917,0.01483341,0.0007979384,0.000008458967,0.00001600671,0.004364038],"genre_scores_gemma":[0.622883,0.3234979,0.02044844,0.01191675,0.01899215,0.0000304465,0.00001267393,0.00005933696,0.002159328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6136029,"threshold_uncertainty_score":0.44949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890086743479742,"score_gpt":0.2629072569016261,"score_spread":0.2440063894668287,"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."}}