{"id":"W6982538074","doi":"","title":"Integrated agricultural communication at the University of Guelph, an innovative approach to skill development","year":2001,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Agricultural communication; Communication skills; Agricultural education; Agricultural development","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":[0.0009025069,0.0002574977,0.0002175459,0.001152625,0.003323265,0.00247068,0.0006550262,0.0006471392,0.008144522],"category_scores_gemma":[0.002147678,0.0001594662,0.0001170037,0.001260175,0.001101599,0.001185633,0.002998799,0.0006292025,0.001019936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004898144,"about_ca_system_score_gemma":0.01851488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08384858,"about_ca_topic_score_gemma":0.2537839,"domain_scores_codex":[0.9988862,0.0003135618,0.00003064403,0.0001803065,0.0002645206,0.0003249219],"domain_scores_gemma":[0.9981321,0.0002327544,0.0001242568,0.00009723006,0.0002513732,0.001162384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001596189,0.0005186183,0.03763109,0.0006861257,0.00001862676,0.001561697,0.1310206,0.000484506,0.007651175,0.02100868,0.03115106,0.7681082],"study_design_scores_gemma":[0.00007157811,0.0008032765,0.3330477,0.000867261,0.0000321355,0.001842561,0.1060388,0.0008357598,0.00557532,0.007273707,0.5435363,0.00007548915],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.755157,0.004916625,0.006338793,0.01189307,0.0002144535,0.0004853614,0.0003174718,0.000190744,0.2204865],"genre_scores_gemma":[0.8891103,0.002762631,0.01377428,0.001193578,0.00004681819,0.0002206713,0.0001466202,0.00002851083,0.09271665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08384858,"threshold_uncertainty_score":0.1667211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447734239101129,"score_gpt":0.2007925167327762,"score_spread":0.1663151743417649,"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."}}