{"id":"W4415586517","doi":"10.21083/crrf.v29i1.7706","title":"Local InvestmentFunds &Rural Economic Revitalization","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Investment (military); Rural area; Rural economics; Investment policy; Rural economy; Plan (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0006049625,0.0001730476,0.0001230719,0.0007268192,0.003862571,0.002745701,0.0007955893,0.000864168,0.02960786],"category_scores_gemma":[0.002106795,0.0001867067,0.00009175768,0.0009143592,0.001266508,0.0007246808,0.002250868,0.00117803,0.001658422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02208698,"about_ca_system_score_gemma":0.01669802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5165064,"about_ca_topic_score_gemma":0.7523174,"domain_scores_codex":[0.9992,0.0001037812,0.00001432393,0.00007570251,0.000237116,0.0003690352],"domain_scores_gemma":[0.9984133,0.000154445,0.0001250772,0.00006662127,0.0005307984,0.000709723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451881,0.000158725,0.03115916,0.0005424273,0.00002118565,0.001505721,0.009493896,0.001052632,0.002802371,0.1550795,0.4518606,0.3461787],"study_design_scores_gemma":[0.000006176516,0.00002650172,0.03311491,0.0000858081,0.000003724118,0.0001474906,0.003186717,0.0002185639,0.00044966,0.0006973493,0.9620507,0.00001232501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1638583,0.006016824,0.001063113,0.02983528,0.000339502,0.0003010165,0.001799463,0.000320472,0.7964661],"genre_scores_gemma":[0.3383797,0.002672273,0.001063549,0.001904196,0.00004871464,0.00009020093,0.0004018025,0.00005616954,0.6553835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5165064,"threshold_uncertainty_score":0.9726819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923032478871783,"score_gpt":0.2895064263605052,"score_spread":0.2702761015717874,"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."}}