{"id":"W4312826631","doi":"10.55186/2413046x_2022_7_9_506","title":"KEY INDICATORS OF CANADA’S AGRICULTURAL SECTOR (ACCORDING TO THE 2021 AGRICULTURAL CENSUS)","year":2022,"lang":"en","type":"article","venue":"Moscow Economic Journal","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Census; Key (lock); Geography; Socioeconomics; Agricultural economics; Regional science; Environmental health; Medicine; Sociology; Economics; Biology; Archaeology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004887846,0.0001714723,0.0002677763,0.00001740797,0.001225625,0.00009162804,0.0006916603,0.0000383455,0.001438478],"category_scores_gemma":[0.00002241471,0.00005418373,0.0001461416,0.0002562517,0.00002564524,0.000128578,0.0002255619,0.0003966575,0.00001316437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677871,"about_ca_system_score_gemma":0.0001194263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04590785,"about_ca_topic_score_gemma":0.1528746,"domain_scores_codex":[0.9984101,0.0001956109,0.0004709521,0.0002194853,0.0002732545,0.0004305812],"domain_scores_gemma":[0.9991922,0.0000995125,0.0003726524,0.00006164259,0.00003265296,0.00024137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002417928,0.0001891142,0.2454633,0.00001834453,0.0003836792,0.00007967371,0.002324561,0.03022706,0.1130926,0.002045208,0.5806858,0.02524888],"study_design_scores_gemma":[0.0001986462,0.0003202754,0.7510869,0.00001647537,0.00001916132,0.0004698693,0.0270074,0.00003308737,0.0008596454,0.00003823962,0.2196003,0.0003499961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905084,0.0001298072,5.803115e-7,0.006201666,0.001563838,0.0001905658,0.0002340612,0.000008566634,0.001162505],"genre_scores_gemma":[0.9973147,0.000004541246,0.00001088283,0.0001779212,0.001385555,0.00001818414,0.00003228501,0.000001306312,0.001054631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056236,"threshold_uncertainty_score":0.9994743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00995316582845762,"score_gpt":0.1764122037752882,"score_spread":0.1664590379468306,"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."}}