{"id":"W4230113790","doi":"10.5539/mas.v15n2p112","title":"Reviewer Acknowledgements, Vol. 15, No. 2, April 2021","year":2021,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02630254,0.002238943,0.004180094,0.006318169,0.005453947,0.009297271,0.004680112,0.01723101,0.1228534],"category_scores_gemma":[0.3010886,0.001411677,0.003096841,0.002898066,0.002136709,0.005787005,0.003163547,0.01013957,0.06184478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005093464,"about_ca_system_score_gemma":0.01108452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007080742,"about_ca_topic_score_gemma":0.010568,"domain_scores_codex":[0.9729626,0.00535198,0.005399432,0.001723905,0.01317734,0.001384845],"domain_scores_gemma":[0.5022188,0.02714575,0.009765172,0.004654136,0.448418,0.007798003],"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":[0.00001511691,0.000002431474,0.00004012731,0.0002032422,0.000003511813,0.00002926912,0.00001720574,0.000004700056,0.00001309709,0.00006520801,0.9975775,0.00202862],"study_design_scores_gemma":[0.0001177242,0.00002404872,0.0006243023,0.001976206,0.00004209552,0.0003598985,0.000246646,0.0001352308,0.0001437352,0.0006195172,0.9956388,0.00007182232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001148818,0.002125542,0.0006755239,0.2085003,0.7802566,0.0006484593,0.0009274407,0.0004622401,0.006288915],"genre_scores_gemma":[0.004024808,0.00815566,0.002002992,0.297139,0.5516052,0.003438498,0.002180536,0.001070497,0.1303826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8771467,"threshold_uncertainty_score":0.4109854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555450280838476,"score_gpt":0.2586866634787149,"score_spread":0.2431321606703301,"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."}}