{"id":"W6945661019","doi":"10.25547/jdef-6f05","title":"Challenges, Responses and Available Resources: Success in Rural Small Businesses","year":2022,"lang":"en","type":"article","venue":"Electronic Textual Cultures Lab","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Face (sociological concept); Rural area; Entrepreneurship; Government (linguistics); Small business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006319777,0.0001980682,0.0002249044,0.00002807303,0.0004898815,0.0000846458,0.0003779744,0.0000707673,0.001006741],"category_scores_gemma":[0.0001122097,0.00008565583,0.00004545795,0.0005162529,0.00007727321,0.0001461089,0.0003209823,0.0003712494,0.00001131819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107107,"about_ca_system_score_gemma":0.00005499459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135606,"about_ca_topic_score_gemma":0.01136239,"domain_scores_codex":[0.9981148,0.0003236981,0.0002360044,0.0004093873,0.0002527199,0.0006633395],"domain_scores_gemma":[0.9995458,0.0001856354,0.00006687195,0.00007598187,0.00005668702,0.00006906582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004995125,0.001904013,0.239574,0.000297304,0.0001872512,0.0002850128,0.01442587,0.0000647643,0.1398637,0.05382616,0.04238297,0.5021939],"study_design_scores_gemma":[0.0004224068,0.0005077213,0.3946374,0.00001311337,0.000007711635,0.00005139,0.009908855,0.00001191386,0.0003358524,0.002983698,0.590695,0.0004249978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778188,0.01456767,5.97208e-8,0.004019721,0.00003628755,0.0002708332,0.00001425784,0.00008404016,0.003188299],"genre_scores_gemma":[0.9914164,0.001285366,0.000007691308,0.0002273572,0.00007902673,0.00009662928,0.00005701242,0.000001832142,0.006828673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5483119,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875504279797767,"score_gpt":0.2236588348775978,"score_spread":0.2049037920796201,"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."}}