{"id":"W4230108626","doi":"10.5539/sar.v4n1p148","title":"Reviewer Acknowledgements for Sustainable Agriculture Research, Vol. 4, No. 1","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; Political science; Agricultural economics; Regional science; 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":[0.01988211,0.0008586461,0.001078106,0.000598977,0.003256136,0.001225882,0.002615261,0.0007770953,0.002795697],"category_scores_gemma":[0.1292619,0.0005152369,0.0005383702,0.01168992,0.0008331795,0.002447857,0.003588939,0.002041518,0.009602608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009591009,"about_ca_system_score_gemma":0.0005405112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008411202,"about_ca_topic_score_gemma":0.000632884,"domain_scores_codex":[0.9824299,0.002456459,0.001096196,0.002210223,0.005391896,0.00641531],"domain_scores_gemma":[0.8548061,0.0007123086,0.0002695137,0.001326117,0.1412694,0.001616601],"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":[0.0001123563,0.0004751918,0.002059732,0.0009380554,0.0001416805,0.0002406213,0.0009222794,0.0005051389,0.0004372838,0.001929153,0.9917314,0.0005070848],"study_design_scores_gemma":[0.001162646,0.0006470323,0.001456249,0.00009771941,0.00007053438,0.000006452519,0.09286553,0.00007119629,0.0006830314,0.005017539,0.8971409,0.0007811886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1160133,0.02809181,0.0007562547,0.007260269,0.009498477,0.06065262,0.00009627299,0.001722847,0.7759082],"genre_scores_gemma":[0.03435375,0.0003367923,0.0005403704,0.0001374421,0.007471533,0.004371569,0.0002640274,0.0001041282,0.9524204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1765122,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672853201228551,"score_gpt":0.344464635377675,"score_spread":0.2977361033653895,"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."}}