{"id":"W4415586420","doi":"10.21083/crrf.v29i1.7639","title":"Creating Connections Through Rural Networks","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of Guelph","funders":"","keywords":"Rural management; Session (web analytics); Rural community; Rural area; Rural sociology; Rural development; Key (lock)","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":[0.007754804,0.0005092063,0.0003359932,0.001469465,0.01835269,0.01275446,0.001987984,0.003131065,0.03168257],"category_scores_gemma":[0.01778597,0.0004661999,0.0004815515,0.001291841,0.01297402,0.01861683,0.0195598,0.003836436,0.005997185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005531478,"about_ca_system_score_gemma":0.01220583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051212,"about_ca_topic_score_gemma":0.02793686,"domain_scores_codex":[0.9924528,0.004943792,0.0001097504,0.0006169414,0.0008256037,0.001051082],"domain_scores_gemma":[0.9880809,0.004045752,0.0006036613,0.00107961,0.001501633,0.004688451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004972194,0.00009937889,0.003536216,0.0004635901,0.00002689813,0.0009156762,0.2369293,0.0006369117,0.001204938,0.4709528,0.1306222,0.1545624],"study_design_scores_gemma":[0.0000101046,0.00003410533,0.0007454359,0.0003578885,0.00001000098,0.0002076789,0.06541532,0.000284794,0.0001769122,0.07510608,0.857632,0.00001967704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07760593,0.006005479,0.06057058,0.157456,0.003032332,0.0004639663,0.000287144,0.0009365774,0.693642],"genre_scores_gemma":[0.8012636,0.007575684,0.03239289,0.0105612,0.0005784268,0.0005064029,0.0003255373,0.0005222637,0.1462739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03168257,"threshold_uncertainty_score":0.1059888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168198200877283,"score_gpt":0.2362656949086922,"score_spread":0.2245837128999194,"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."}}