{"id":"W2493820986","doi":"10.2134/agronj2006.0280","title":"DUDE: A User‐Friendly Crop Information System","year":2007,"lang":"en","type":"article","venue":"Agronomy Journal","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Computer science; Database; Relational database; Variety (cybernetics); Relational database management system; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002418625,0.0009423066,0.001280044,0.003699315,0.0005803533,0.002372271,0.003062504,0.0007511894,0.03571042],"category_scores_gemma":[0.006334349,0.000976501,0.0005593775,0.003108645,0.0002660354,0.003302231,0.002547848,0.001237123,0.02869778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008062595,"about_ca_system_score_gemma":0.001357991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611275,"about_ca_topic_score_gemma":0.00225193,"domain_scores_codex":[0.9988244,0.0001752309,0.0001537915,0.0002848959,0.0004343746,0.0001271909],"domain_scores_gemma":[0.9970757,0.0008404573,0.0002057496,0.0007809766,0.0008412797,0.0002559018],"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":[0.001238725,0.0002666793,0.004773276,0.0008939772,0.0001396064,0.0004997679,0.0004116106,0.001745415,0.01753843,0.005044518,0.7679022,0.1995458],"study_design_scores_gemma":[0.0003658593,0.000108382,0.006699056,0.0001284811,0.00007406553,0.0007110853,0.0001337661,0.01491725,0.02631022,0.00503325,0.9453038,0.0002149023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01673622,0.001486193,0.2294989,0.0008037078,0.0004690683,0.001270052,0.2039534,0.4976836,0.0480989],"genre_scores_gemma":[0.09667336,0.002065299,0.3334347,0.00194136,0.0003383654,0.002952888,0.4755392,0.03482348,0.05223121],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.03571042,"threshold_uncertainty_score":0.1194633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893869858472287,"score_gpt":0.2383277662648234,"score_spread":0.2193890676801005,"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."}}