{"id":"W4415586852","doi":"10.21083/crrf.v29i1.8520","title":"Keynote Panel Discussion - Rural Entrepreneurship, Innovation, and Economic Development","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Entrepreneurship; Panel discussion; Regional planning; Community development; Private sector; Public policy; Urban planning","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005290071,0.0003460214,0.0003423779,0.0007705944,0.001365937,0.001224419,0.0004409183,0.0001484548,0.0002011102],"category_scores_gemma":[0.0006532422,0.0002506486,0.00007843407,0.001576954,0.000254616,0.002288675,0.0003279884,0.0001454182,0.00004545628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268764,"about_ca_system_score_gemma":0.0004426816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01226298,"about_ca_topic_score_gemma":0.03037306,"domain_scores_codex":[0.9978812,0.000009918893,0.00102854,0.0003871236,0.0002823896,0.0004108202],"domain_scores_gemma":[0.9977761,0.00002326243,0.00103264,0.0001578366,0.0009673295,0.00004284401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002417342,0.00001758582,0.7747572,0.0008715345,0.00008211387,6.025337e-8,0.0003736992,0.00005081057,0.0002661555,0.1972675,0.003822336,0.02246686],"study_design_scores_gemma":[0.001132025,0.00002272737,0.7359978,0.004329967,0.0004169138,0.000002715624,0.003720186,0.001422317,0.001594083,0.02091746,0.2295643,0.0008795222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645438,0.0005556866,0.00002137209,0.02474987,0.001494356,0.001046022,0.000007426028,0.00003893154,0.007542577],"genre_scores_gemma":[0.9954959,0.0002930164,0.00003185356,0.00127354,0.0002202969,0.0000329575,0.00008118841,0.00002209849,0.002549164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2257419,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701054625050815,"score_gpt":0.2314492514090562,"score_spread":0.214438705158548,"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."}}