{"id":"W4200050626","doi":"10.5539/mas.v15n5p76","title":"Reviewer Acknowledgements, Vol. 15, No. 5, October 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":[],"consensus_categories":[],"category_scores_codex":[0.02522718,0.002152264,0.003831363,0.005955652,0.005513472,0.009567222,0.004607938,0.01680666,0.131798],"category_scores_gemma":[0.2826495,0.001338248,0.002936734,0.002781251,0.002038728,0.005918513,0.003361115,0.009790803,0.07004896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005076602,"about_ca_system_score_gemma":0.01086541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006829386,"about_ca_topic_score_gemma":0.01145651,"domain_scores_codex":[0.9733196,0.005286777,0.00513688,0.00175101,0.01306764,0.001438146],"domain_scores_gemma":[0.5222496,0.02604509,0.009438868,0.004366934,0.4292893,0.008610275],"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":[0.00001485355,0.000002560391,0.0000395327,0.0001738386,0.000003034002,0.00002809157,0.00001519145,0.000004277487,0.00001181005,0.00005982413,0.9975564,0.002090481],"study_design_scores_gemma":[0.0001016249,0.00002352888,0.0005715059,0.001640354,0.00003298193,0.0003115725,0.0002296588,0.0001183949,0.000123801,0.0005348187,0.9962505,0.00006132617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000107072,0.001899192,0.0006205901,0.1852806,0.8038025,0.0005802785,0.0008093973,0.0004350306,0.006465297],"genre_scores_gemma":[0.003921761,0.007641315,0.001831181,0.2746575,0.5631257,0.002837944,0.002313811,0.001011448,0.1426594],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.131798,"threshold_uncertainty_score":0.4409081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486849385473131,"score_gpt":0.2609020765102668,"score_spread":0.2460335826555355,"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."}}