{"id":"W4252346867","doi":"10.5539/sar.v5n3p142","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 5, No. 3","year":2016,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal science; Biology","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006533087,0.0006563005,0.0006946853,0.0001808046,0.003786112,0.0007613308,0.001818665,0.0006527054,0.002580489],"category_scores_gemma":[0.04890481,0.0001739523,0.000408574,0.004734935,0.0005160919,0.001357187,0.001367716,0.0009603489,0.002600924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186347,"about_ca_system_score_gemma":0.000184162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007052667,"about_ca_topic_score_gemma":0.0004624564,"domain_scores_codex":[0.9896797,0.001120476,0.0007376518,0.001377975,0.002257477,0.004826697],"domain_scores_gemma":[0.852089,0.001898757,0.0001640013,0.000292895,0.1448924,0.0006628924],"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":[0.00009821561,0.0002495699,0.0006371537,0.0003893759,0.000069734,0.00003459713,0.0002031936,4.844556e-7,0.02346571,0.006553731,0.9606,0.007698298],"study_design_scores_gemma":[0.0005710205,0.0007132902,0.01104158,0.0002518848,0.00001971078,0.000002541973,0.01204059,7.281294e-7,0.006093426,0.005421956,0.9631763,0.0006669376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5809356,0.03012795,0.0000859444,0.05455922,0.01312979,0.05099317,0.0006363363,0.002561205,0.2669708],"genre_scores_gemma":[0.04000101,0.002263186,0.0001095277,0.0002033418,0.01472558,0.002265922,0.0003572632,0.00001167447,0.9400625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6730917,"threshold_uncertainty_score":0.9983313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037867425600714,"score_gpt":0.3351193431586685,"score_spread":0.2847406689026614,"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."}}