{"id":"W4248225832","doi":"10.1088/1755-1315/484/1/011001","title":"Preface","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Food security; Gratitude; Political science; Agency (philosophy); Sustainable agriculture; Business; Agricultural science; Geography; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563158,0.001093009,0.0008770232,0.001890424,0.003186604,0.004974895,0.001897487,0.001951066,0.5888672],"category_scores_gemma":[0.007167803,0.0003447861,0.000679006,0.001757354,0.0007378236,0.00360699,0.003063287,0.003212165,0.3839676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138649,"about_ca_system_score_gemma":0.003448186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004132413,"about_ca_topic_score_gemma":0.004662259,"domain_scores_codex":[0.9987077,0.0001910765,0.00008838544,0.0002874225,0.0005670579,0.0001584166],"domain_scores_gemma":[0.9965762,0.00039277,0.000101655,0.0003251858,0.001963569,0.0006405208],"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":[0.00002887743,0.00001947458,0.00009041371,0.0001117013,0.000002175979,0.00005045332,0.0001246815,0.00004743924,0.0001411041,0.004287786,0.9552335,0.03986241],"study_design_scores_gemma":[0.000002667058,0.000009987194,0.0001654153,0.00007135991,9.891784e-7,0.00004344102,0.0001126485,0.00001907827,0.00004422939,0.0009449921,0.998582,0.00000322006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001426848,0.008099986,0.004497581,0.02317958,0.1110983,0.0006947304,0.009173315,0.001645279,0.8401843],"genre_scores_gemma":[0.006395292,0.004538862,0.002333625,0.00578826,0.01125362,0.0003715075,0.009570907,0.0007936124,0.9589543],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5888672,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202044992248255,"score_gpt":0.1947709511351519,"score_spread":0.1745664519103264,"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."}}