{"id":"W7131058025","doi":"","title":"Drivers and Barriers to Producer Adoption of Climate Resilient Pea Varieties in the Western Canadian Prairies","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Multinomial logistic regression; Incentive; Crop rotation; Psychological resilience; Certainty; Crop insurance; Risk aversion (psychology); Climate change; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564351,0.0002258158,0.0002219638,0.0007641959,0.003018737,0.001925831,0.001035424,0.0004053567,0.001866144],"category_scores_gemma":[0.004299756,0.0003305288,0.0002160617,0.001773061,0.001450073,0.0008092336,0.001102075,0.0007433032,0.0001045948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01996546,"about_ca_system_score_gemma":0.02068793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838144,"about_ca_topic_score_gemma":0.9943312,"domain_scores_codex":[0.998808,0.000147276,0.00004897103,0.0002561194,0.000410372,0.0003291701],"domain_scores_gemma":[0.9969439,0.0007249324,0.0007073105,0.0001501407,0.0008436735,0.0006299466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850891,0.0001558154,0.9301807,0.0000901665,0.00006071955,0.0006107456,0.03621221,0.0007901996,0.003846475,0.002063213,0.0009620581,0.02484265],"study_design_scores_gemma":[0.00000688141,0.0000373113,0.9665991,0.00003426915,0.00001379656,0.00005394946,0.02836232,0.00126089,0.0001532796,0.0002031129,0.003241954,0.00003311214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976986,0.00007634459,0.0001557409,0.0002559711,0.000001667196,0.00002152107,0.0001384641,0.000002574079,0.001648992],"genre_scores_gemma":[0.998504,0.0001736235,0.0004020913,0.00005089708,0.000001088792,0.0000136395,0.00009448444,0.00000228949,0.0007578261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996546,"threshold_uncertainty_score":0.1448602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007240875131687655,"score_gpt":0.1711982909909152,"score_spread":0.1639574158592275,"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."}}