{"id":"W4236344933","doi":"10.5539/mas.v15n1p160","title":"Reviewer Acknowledgements, Vol. 15, No. 1, February 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; Political 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005181834,0.0001153586,0.0001094848,0.00003866518,0.0004469356,0.00009295197,0.0004447185,0.00003120451,0.02432695],"category_scores_gemma":[0.001228375,0.00009685322,0.00003282721,0.001332696,0.0004514803,0.0003977191,0.000424665,0.0001184663,0.02004293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407614,"about_ca_system_score_gemma":0.0001915524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001520024,"about_ca_topic_score_gemma":0.00003267563,"domain_scores_codex":[0.9982347,0.00000789762,0.0002191857,0.0005377962,0.0006563244,0.0003440318],"domain_scores_gemma":[0.9984043,0.00001632246,0.0000622618,0.0004646593,0.0009243885,0.0001280739],"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":[0.000002952307,0.0003686549,0.007165353,0.00001776096,0.000007001769,0.000002031669,0.0004402332,0.0001599481,0.3987509,0.00356197,0.485816,0.1037072],"study_design_scores_gemma":[0.000319133,0.00002527029,0.1492335,0.00003967546,0.00001389347,0.000002362223,0.000182601,0.009941468,0.02431849,0.0184416,0.7968979,0.000584074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1082842,0.0003874864,0.0204713,0.0008628657,0.006555991,0.0004997987,0.00001092735,0.00006016695,0.8628672],"genre_scores_gemma":[0.8881518,0.0002623581,0.02295293,0.005463269,0.001419384,0.0002226773,0.00005524375,0.00003402064,0.0814383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7814289,"threshold_uncertainty_score":0.9807201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478635773230571,"score_gpt":0.2573434243657545,"score_spread":0.2425570666334488,"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."}}