{"id":"W4415587033","doi":"10.21083/crrf.v33i1.7910","title":"Zero-Fee Education for a Resilient, Inclusive Economy in Rural Alberta | Éducation Sans Frais Pour une Economie Inclusive et Résiliente Dans le Milieu Rural Albertain","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rural area; Rural economy; Rural development; Work (physics); Rural population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001257971,0.0005052126,0.0008033717,0.001480616,0.001589521,0.0006693079,0.0009814301,0.0003991346,0.00009800684],"category_scores_gemma":[0.002436406,0.0006255769,0.0003468357,0.001902667,0.0002615733,0.002277044,0.0002998445,0.0003589372,0.00003603657],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008770198,"about_ca_system_score_gemma":0.006428026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4776918,"about_ca_topic_score_gemma":0.7051397,"domain_scores_codex":[0.9967653,0.00007581208,0.001883648,0.0004960322,0.00009991128,0.0006793664],"domain_scores_gemma":[0.9964639,0.0002926748,0.001773691,0.0003732016,0.0008371655,0.00025936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007711101,0.0002437754,0.1347968,0.0004633348,0.0001625992,3.093011e-8,0.01906983,0.0002332902,0.0001025009,0.8280576,0.008924912,0.007868139],"study_design_scores_gemma":[0.00389537,0.0001572682,0.2067385,0.002381413,0.0002037274,0.000005435407,0.05091374,0.0100678,0.0008602877,0.5972719,0.1258427,0.001661879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7629217,0.0007227476,0.0005619036,0.09612358,0.001905395,0.004386375,0.0001881659,0.00002112542,0.133169],"genre_scores_gemma":[0.9840694,0.0005027247,0.0001883486,0.001976681,0.0001140444,0.0003262729,0.0009355716,0.00005968143,0.01182729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307858,"threshold_uncertainty_score":0.9997103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377073518495873,"score_gpt":0.2778096122229949,"score_spread":0.2640388770380361,"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."}}