{"id":"W4256004000","doi":"10.5539/sar.v5n1p129","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 5, No. 1","year":2016,"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; Sustainable development; Political science; Agricultural economics; Environmental planning; Environmental resource management; Business; Geography; Environmental science; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01410252,0.0008573719,0.001021962,0.0005858853,0.003913188,0.0008249076,0.002596766,0.0007554802,0.008477078],"category_scores_gemma":[0.1096027,0.0004103275,0.0006275969,0.009089032,0.001014439,0.002553585,0.003279301,0.001308737,0.0117149],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008273332,"about_ca_system_score_gemma":0.0003007605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661334,"about_ca_topic_score_gemma":0.000502185,"domain_scores_codex":[0.9832193,0.002173037,0.00110149,0.002380886,0.004355634,0.006769693],"domain_scores_gemma":[0.8924761,0.00146919,0.0002886925,0.001464088,0.1032316,0.001070363],"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":[0.00009631342,0.0003870417,0.002502734,0.0009257051,0.0001540505,0.0001748749,0.0003062269,0.00003978857,0.004701197,0.002751555,0.9859771,0.001983471],"study_design_scores_gemma":[0.001208481,0.0005266393,0.003884866,0.0002269099,0.00006552701,0.000005063783,0.02557531,0.00001030001,0.002456851,0.005031073,0.9601764,0.0008325612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1956973,0.02568968,0.002517007,0.02300914,0.01165907,0.09062207,0.000250161,0.002684786,0.6478708],"genre_scores_gemma":[0.04715136,0.0008099437,0.0002994852,0.0001051555,0.006168768,0.004461069,0.00008914581,0.00009719931,0.9408179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2929471,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654250346435308,"score_gpt":0.3246281048867643,"score_spread":0.2980856014224113,"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."}}