{"id":"W7030080620","doi":"","title":"Managemnet Practices, Issues and Problems of Cotton Procedures in Southwestern Oklahoma","year":2014,"lang":"en","type":"article","venue":"SHAREOK (University of Oklahoma)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irrigation; Agriculture; Acre; Irrigation statistics; Cash crop; Quarter (Canadian coin); Crop; Production (economics)","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":[0.0005341791,0.00007231929,0.0001714825,0.0001690173,0.0002094209,0.00002054518,0.0001956256,0.00005877211,0.0008079064],"category_scores_gemma":[0.0004350061,0.00008580401,0.00002522114,0.0003888041,0.0003418038,0.0003403478,0.00007431314,0.00006839905,0.000003758419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238364,"about_ca_system_score_gemma":0.00007192408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0232449,"about_ca_topic_score_gemma":0.1698049,"domain_scores_codex":[0.9992415,0.0001058439,0.000119716,0.0001773876,0.0002140377,0.0001414936],"domain_scores_gemma":[0.9991918,0.00009917092,0.0003755082,0.0001197259,0.0001751699,0.0000386642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005232427,0.0003523644,0.5751622,0.0008812121,0.00007972824,0.000005304484,0.349313,0.000007729019,0.0003638288,0.05184261,0.007693218,0.01424647],"study_design_scores_gemma":[0.0005073131,0.00006482241,0.7042553,0.0001864758,0.00002537693,7.091271e-7,0.2004927,0.00003660118,0.00002144987,0.0009880969,0.09327373,0.0001473478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572023,0.0004019612,0.00002070754,0.003875542,0.00006457949,0.0002402255,0.00001218404,0.00003242982,0.03815004],"genre_scores_gemma":[0.9946152,0.0002912572,0.0005208767,0.0000433835,0.00004376153,6.342413e-7,0.00001012417,0.000004516741,0.004470232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488203,"threshold_uncertainty_score":0.9832594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079275998664319,"score_gpt":0.3079359885999219,"score_spread":0.2771432286132787,"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."}}