{"id":"W4402769716","doi":"10.1139/cjps-2024-0069","title":"A history of community-based initiatives that led to crop improvement and protection in the Canadian prairies","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund; University of Manitoba; Saskatoon City Hospital; University of Fredericton; Research Manitoba; Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Crop; Crop protection; Geography; Political science; Agronomy; Agroforestry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003465825,0.0003414807,0.0003862812,0.001134633,0.01895876,0.002292565,0.001801268,0.001392624,0.006285079],"category_scores_gemma":[0.003714947,0.0003625358,0.0002737569,0.002866506,0.007355453,0.001029586,0.003907332,0.002802006,0.0002778094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06288416,"about_ca_system_score_gemma":0.1345468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9773853,"about_ca_topic_score_gemma":0.9929612,"domain_scores_codex":[0.9969189,0.0007211638,0.00006042168,0.000427201,0.001071241,0.0008011548],"domain_scores_gemma":[0.9948366,0.0006601483,0.0004208146,0.0002131159,0.002026317,0.001843146],"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":[0.0002804173,0.0005142306,0.06354042,0.003448911,0.0001828888,0.005819618,0.2042494,0.001494452,0.0129791,0.1015054,0.07423844,0.5317467],"study_design_scores_gemma":[0.00002665437,0.0001563174,0.1372301,0.001003428,0.000044221,0.0005279899,0.05196654,0.0003436279,0.0009899217,0.003515917,0.8040586,0.0001367376],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4353074,0.05465276,0.01234202,0.1391448,0.001959443,0.001077953,0.001062795,0.0003570475,0.3540956],"genre_scores_gemma":[0.8825148,0.02630541,0.01040613,0.009445121,0.0001513377,0.0001708007,0.0002173906,0.00009568567,0.07069332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06288416,"threshold_uncertainty_score":0.4562587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184945790419659,"score_gpt":0.2171908280830362,"score_spread":0.1753413701788396,"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."}}