{"id":"W4233470075","doi":"10.1088/1755-1315/604/1/011001","title":"Preface","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Political science; State (computer science); Agriculture; Enthusiasm; Library science; Livestock; Agrarian society; Geography; Law","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":[0.001511987,0.001053445,0.0008048851,0.002204135,0.002902567,0.005344525,0.001695662,0.00166762,0.6080315],"category_scores_gemma":[0.006674313,0.0003361832,0.0006362406,0.002098259,0.0006284886,0.003378645,0.002747243,0.003046666,0.4304218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966331,"about_ca_system_score_gemma":0.002952981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104954,"about_ca_topic_score_gemma":0.003373336,"domain_scores_codex":[0.998889,0.0001572155,0.00008231176,0.0002148901,0.0005247287,0.0001318448],"domain_scores_gemma":[0.9964885,0.0003879463,0.0001222512,0.0003432791,0.001969086,0.0006890335],"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":[0.00002329641,0.00001585698,0.00006330846,0.00008345503,0.000001543082,0.00003836126,0.0000682902,0.00003154602,0.00009328905,0.002758879,0.9667761,0.03004602],"study_design_scores_gemma":[0.000002489135,0.000008898596,0.000156365,0.00006252917,7.633832e-7,0.00003521948,0.00008215729,0.00001351135,0.00003749222,0.0006228875,0.9989752,0.000002615509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001186546,0.007148977,0.003285729,0.01891879,0.120109,0.0005873434,0.008778114,0.001616719,0.8383688],"genre_scores_gemma":[0.004314254,0.004061494,0.001556985,0.004147865,0.01324014,0.0002764081,0.008891646,0.000722268,0.962789],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6080315,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188061647134079,"score_gpt":0.1755577123790523,"score_spread":0.1567515476656444,"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."}}