{"id":"W4235992344","doi":"10.5539/sar.v4n4p148","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 4, No. 4","year":2015,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Sustainable agriculture; Regional science; Political science; Sustainable development; Agricultural economics; Geography; Economics; Archaeology","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","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01988717,0.000858601,0.001078376,0.0005990356,0.003257127,0.001228227,0.00261547,0.0007770951,0.002710701],"category_scores_gemma":[0.128069,0.0005152123,0.0005383756,0.01168565,0.0008333342,0.002449512,0.003588036,0.002041163,0.009533911],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009591686,"about_ca_system_score_gemma":0.0005392294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008425721,"about_ca_topic_score_gemma":0.000637995,"domain_scores_codex":[0.9824309,0.002454496,0.001096857,0.002209693,0.005392499,0.006415538],"domain_scores_gemma":[0.8556793,0.0007087127,0.0002696025,0.001325281,0.1404004,0.001616703],"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":[0.0001137501,0.0004753081,0.00206567,0.0009445556,0.0001416271,0.0002434455,0.0009232112,0.0005001365,0.0004332033,0.001972215,0.9916745,0.0005124163],"study_design_scores_gemma":[0.001171065,0.0006545005,0.001454861,0.0000977372,0.00007045417,0.000006457061,0.09276109,0.00007146256,0.0006833565,0.005065863,0.8971818,0.0007813664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1159928,0.02821578,0.0007613819,0.007209978,0.009482136,0.06056225,0.00009430737,0.001719311,0.7759621],"genre_scores_gemma":[0.03529128,0.0003407032,0.0005366478,0.0001376144,0.007486678,0.004315978,0.000261063,0.00010421,0.9515258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1755638,"threshold_uncertainty_score":0.9998086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632450248370287,"score_gpt":0.3444582430681891,"score_spread":0.2981337405844862,"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."}}