{"id":"W4210469072","doi":"10.5539/esr.v10n2p69","title":"Reviewer Acknowledgements for Earth Science Research, Vol. 10, No. 2","year":2021,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earth (classical element); Library science; Engineering ethics; Political science; Sociology; Computer science; Engineering; Mathematics; Mathematical physics","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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.05081572,0.0001488761,0.0002195058,0.0008342059,0.008604007,0.001110929,0.00225411,0.00008262011,0.006001409],"category_scores_gemma":[0.1184355,0.0001342092,0.00009014302,0.008592772,0.01458967,0.00140139,0.001240078,0.0005226269,0.0134052],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587893,"about_ca_system_score_gemma":0.008949042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009252824,"about_ca_topic_score_gemma":0.0003560091,"domain_scores_codex":[0.9862041,0.0006654537,0.0003303407,0.001228553,0.008869247,0.002702244],"domain_scores_gemma":[0.9543535,0.0006632373,0.00005126175,0.0007093995,0.04335591,0.0008666803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005826153,0.0005394631,0.004067203,0.0001455726,0.0000195168,0.00003044107,0.006639102,0.00001550867,0.02972144,0.02496748,0.8454227,0.08837325],"study_design_scores_gemma":[0.0002015289,0.0001004979,0.01007579,0.0001126367,0.000001481672,2.471054e-7,0.001241021,0.0001152527,0.008611582,0.001813538,0.9775495,0.0001769046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1283455,0.003023475,0.0003785488,0.008808973,0.01853002,0.004734918,0.00001882655,0.0001548797,0.8360048],"genre_scores_gemma":[0.04847848,0.005111541,0.01054855,0.0002511881,0.004281587,0.0003777949,0.00001066076,0.00003302918,0.9309072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1321268,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154879029670238,"score_gpt":0.4760678557350569,"score_spread":0.260579952768033,"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."}}