{"id":"W1627916749","doi":"10.1080/15313204.2013.847748","title":"<i>Social Work in Rural Communities</i>, edited by Leon Ginsberg","year":2013,"lang":"en","type":"article","venue":"Journal of Ethnic & Cultural Diversity in Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Social work; Population; Sociology; Work (physics); Rural population; Socioeconomics; Geography; Economic growth; Demography; Economics; Archaeology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561458,0.0001958311,0.0004476073,0.0001507706,0.004264462,0.000201044,0.0007945832,0.0004235041,0.002777687],"category_scores_gemma":[0.0004204199,0.0001944058,0.0002679265,0.004931395,0.0005599676,0.001418662,0.0002148537,0.001453149,0.0001594527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008779059,"about_ca_system_score_gemma":0.0001557554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006379698,"about_ca_topic_score_gemma":0.001691999,"domain_scores_codex":[0.9963731,0.001545989,0.0005527086,0.00009865989,0.0008660858,0.0005634988],"domain_scores_gemma":[0.9979359,0.0006409335,0.0006531188,0.00007558979,0.000510345,0.0001841168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001631527,0.0002421297,0.06317487,0.000004413096,0.00004913113,0.000005283437,0.373703,0.000002456828,0.00002224814,0.001230508,0.5536801,0.007722673],"study_design_scores_gemma":[0.0009948248,0.00002841443,0.3388841,0.00005746358,0.00004142017,8.567964e-7,0.4933946,2.21671e-7,0.000002015927,0.001390076,0.1649236,0.0002824176],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864238,0.0005562383,0.000002147266,0.0952772,0.001797224,0.0002763329,0.00000521326,0.00002893955,0.01563294],"genre_scores_gemma":[0.9913582,0.0003174633,0.00005253004,0.001129696,0.001691165,0.000005416664,0.0000155767,0.00001013578,0.005419788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887565,"threshold_uncertainty_score":0.9981339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09119855288352507,"score_gpt":0.3724414006709042,"score_spread":0.2812428477873791,"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."}}