{"id":"W4415586570","doi":"10.21083/crrf.v29i1.7657","title":"Connecting the Dots: Knowledge Sharing Among Rural Economic DevelopmentActors in Southern Ontario","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Context (archaeology); Knowledge sharing; Presentation (obstetrics); Economic shortage; Local economic development; Knowledge economy; Rural area","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001549147,0.0001573476,0.000220632,0.00112567,0.01240512,0.004028502,0.0007283784,0.0008774959,0.008615702],"category_scores_gemma":[0.004518439,0.0002090806,0.0001137885,0.00260024,0.003582372,0.002352027,0.00472666,0.0006476874,0.000392646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02372751,"about_ca_system_score_gemma":0.03273444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8276449,"about_ca_topic_score_gemma":0.9361055,"domain_scores_codex":[0.9986778,0.0003692112,0.00005256973,0.0002094491,0.0003766925,0.0003141862],"domain_scores_gemma":[0.9959901,0.001357964,0.000458704,0.0001958324,0.0007815963,0.00121588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008135372,0.00007150557,0.07040594,0.0001675246,0.00001680134,0.001999781,0.8461733,0.0003156617,0.001656282,0.006629284,0.009772153,0.0627104],"study_design_scores_gemma":[0.000006983355,0.00005108686,0.03880237,0.0001117084,0.00001204287,0.0001357927,0.8571439,0.0005685078,0.0002495967,0.001029009,0.101865,0.0000239673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499654,0.0003379135,0.0008624693,0.005751087,0.00003125455,0.00009404033,0.0002060689,0.0000306094,0.04272113],"genre_scores_gemma":[0.9776163,0.000437837,0.0006530497,0.0002903991,0.000006195575,0.00003512119,0.0001119636,0.00001324984,0.02083591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723551,"threshold_uncertainty_score":0.3467401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288644091044165,"score_gpt":0.218777827702556,"score_spread":0.2058913867921144,"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."}}