{"id":"W4381955816","doi":"10.31442/0235-2494-2023-0-5-67-72","title":"The system of state grain quality control in Canada","year":2023,"lang":"en","type":"article","venue":"Economy of agricultural and processing enterprises","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Control (management); State (computer science); Business; Grain quality; Quality control; Economics; Agronomy; Computer science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001072325,0.00005565011,0.0001466285,0.00001453592,0.00003115672,0.00001210212,0.00004789349,0.00001110404,4.238347e-7],"category_scores_gemma":[0.000004299077,0.00003097906,0.00001500105,0.00007591926,0.00001843554,0.00004776039,0.000002602127,0.00003123162,2.391907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296,"about_ca_system_score_gemma":0.00003756358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06429644,"about_ca_topic_score_gemma":0.2660183,"domain_scores_codex":[0.9995086,0.00001237698,0.0003009194,0.00005150612,0.00004123999,0.00008533002],"domain_scores_gemma":[0.9997716,0.00007505917,0.00007385155,0.00003041873,0.0000295721,0.00001953035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008513182,0.00002292435,0.8036026,0.01160244,0.0002441186,0.0000100615,0.007530954,0.1283327,0.003738058,0.001911253,0.00458018,0.03833956],"study_design_scores_gemma":[0.0002279855,0.00000582752,0.9935384,0.0001576696,0.000004266059,0.000001216466,0.003324499,0.001742104,0.0003104614,0.00004112797,0.0005759815,0.00007040947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984,0.0004988677,0.0001716965,0.00005866039,0.0001000394,0.00007356577,0.00004434194,0.00003156735,0.0006212812],"genre_scores_gemma":[0.9999071,0.00002205138,0.0000101178,0.000004516898,0.000009107031,0.000008164044,0.000004873183,0.000002434107,0.0000315999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017218,"threshold_uncertainty_score":0.9419345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008001883170885498,"score_gpt":0.1914979240731968,"score_spread":0.1834960409023113,"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."}}