{"id":"W4229076891","doi":"10.5539/mas.v16n2p49","title":"Reviewer Acknowledgements, Vol. 16, No. 2, May 2022","year":2022,"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":"Political 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":[0.001071329,0.0001035893,0.00008998484,0.00006857263,0.001251723,0.00004918701,0.000806254,0.00001281512,0.05058009],"category_scores_gemma":[0.0004543621,0.00009037727,0.00002795444,0.001420317,0.0004028879,0.000272669,0.0009387625,0.0001806874,0.006249338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008038093,"about_ca_system_score_gemma":0.0001038301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002081039,"about_ca_topic_score_gemma":0.000009977097,"domain_scores_codex":[0.9979678,0.00001129224,0.0002036506,0.0004737197,0.001001641,0.0003418501],"domain_scores_gemma":[0.9991316,0.00001317024,0.00008179299,0.0003965568,0.0002805411,0.00009634862],"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":[0.000005790079,0.0003329479,0.003932178,0.000007844768,0.000003819857,3.231642e-7,0.000478525,0.000681151,0.08266211,0.005013975,0.8486989,0.05818249],"study_design_scores_gemma":[0.0001142986,0.00002694317,0.007272532,0.00000197361,0.000003237243,5.837038e-7,0.0001173793,0.004870963,0.0007096046,0.006792929,0.9799017,0.0001878568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08912354,0.0001470352,0.009668251,0.0007710389,0.007993718,0.0009388143,0.00002747909,0.0001020339,0.8912281],"genre_scores_gemma":[0.9306112,0.00002166677,0.00179413,0.002822367,0.0002986547,0.0005308578,0.0000233458,0.00001634673,0.06388146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8414876,"threshold_uncertainty_score":0.9945244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540640980879072,"score_gpt":0.2591799639603221,"score_spread":0.2437735541515314,"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."}}