{"id":"W4250151459","doi":"10.5539/esr.v6n1p175","title":"Reviewer Acknowledgements for Earth Science Research, Vol. 6, No. 1","year":2017,"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":"Library science; Earth (classical element); Engineering ethics; Psychology; Political science; Sociology; Engineering; Computer science; Physics; 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":[0.06843815,0.0001499494,0.0002119226,0.0008481902,0.02687044,0.002525315,0.005353531,0.00008208332,0.001357348],"category_scores_gemma":[0.183872,0.0001282475,0.00008053484,0.002201601,0.03031077,0.002525757,0.001732997,0.0005515557,0.0092244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861123,"about_ca_system_score_gemma":0.004646967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003568549,"about_ca_topic_score_gemma":0.0005514735,"domain_scores_codex":[0.9870854,0.0003659099,0.0002901677,0.001109793,0.008391199,0.002757551],"domain_scores_gemma":[0.9637281,0.0004322847,0.0001023124,0.001254513,0.03360372,0.0008790739],"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":[0.00009307177,0.0004775758,0.0288181,0.0001485774,0.00002111736,0.00001309169,0.008368336,0.000007874326,0.01514667,0.03432194,0.7379014,0.1746822],"study_design_scores_gemma":[0.0002153453,0.0001184922,0.08168318,0.0001176997,0.000001242131,7.355622e-8,0.0005395547,0.0001250794,0.002642494,0.002567984,0.9118161,0.0001727808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2015484,0.0008086991,0.0002559529,0.007572187,0.02694495,0.00616957,0.00001441937,0.0001170824,0.7565688],"genre_scores_gemma":[0.4014962,0.005392822,0.01020439,0.0001987991,0.009564564,0.0006337198,0.000004481489,0.00004599466,0.572459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1999478,"threshold_uncertainty_score":0.9995555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766980504599479,"score_gpt":0.5044206144882882,"score_spread":0.2277225640283403,"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."}}