{"id":"W4240390739","doi":"10.5539/mas.v15n3p75","title":"Reviewer Acknowledgements, Vol. 15, No. 3, June 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; History; 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":[],"consensus_categories":[],"category_scores_codex":[0.02513718,0.002135047,0.003990335,0.005727655,0.005140691,0.00890604,0.004371386,0.01536723,0.125452],"category_scores_gemma":[0.2843413,0.001317416,0.00300948,0.002756127,0.001976131,0.005407782,0.002999575,0.009475423,0.06728533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004690403,"about_ca_system_score_gemma":0.01074809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006973946,"about_ca_topic_score_gemma":0.01120433,"domain_scores_codex":[0.9740134,0.00518564,0.005224208,0.001617057,0.01264306,0.001316609],"domain_scores_gemma":[0.5102399,0.0254935,0.00965881,0.004362944,0.4420989,0.008145868],"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":[0.00001485847,0.000002322742,0.00003871743,0.0001936261,0.000003087964,0.00002866609,0.0000175372,0.000004459195,0.00001311359,0.00006243093,0.9974428,0.002178435],"study_design_scores_gemma":[0.00009801841,0.00002213211,0.0005408207,0.001735489,0.00003433015,0.0003420433,0.0002280357,0.0001174021,0.0001316192,0.0005216018,0.996168,0.00006061513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001175345,0.002391523,0.0007319562,0.2024964,0.7847775,0.0006712591,0.0009242894,0.0004953181,0.007394185],"genre_scores_gemma":[0.004234475,0.009453172,0.002188168,0.2839248,0.5506971,0.003201454,0.002412533,0.001195491,0.1426928],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.125452,"threshold_uncertainty_score":0.4196789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459355575547413,"score_gpt":0.2596851157235402,"score_spread":0.2450915599680661,"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."}}