{"id":"W2493887353","doi":"","title":"Community Services and Resources for Depressed Women in Two Rural Regions of Nova Scotia","year":2006,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Nova scotia; Psychosocial; Checklist; Community service; Socioeconomic status; Rural community; Business; Service provider; Service (business); Asset (computer security); Socioeconomics; Economic growth; Psychology; Geography; Political science; Environmental health; Medicine; Public relations; Sociology; Marketing; Psychiatry; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007153264,0.00009305381,0.0002846957,0.0001456303,0.001496144,0.0001225731,0.0006634344,0.00004857481,0.00001536501],"category_scores_gemma":[0.0001979981,0.0000750171,0.00003709508,0.0003241606,0.0007018007,0.0003777031,0.0002317545,0.0005858897,3.043357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683652,"about_ca_system_score_gemma":0.0002469951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1098815,"about_ca_topic_score_gemma":0.1869567,"domain_scores_codex":[0.9971495,0.00154086,0.0004538007,0.00003538141,0.0004535252,0.0003668953],"domain_scores_gemma":[0.9982789,0.0008761733,0.0003203667,0.0001120235,0.0002519165,0.0001605835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002228959,0.0005320378,0.4159706,0.0001746344,0.00005455382,0.000002210632,0.5498353,0.00002029087,0.001063131,0.001573487,0.0002758418,0.03027505],"study_design_scores_gemma":[0.0007325144,0.0001365208,0.5413398,0.0002357458,0.000005028258,0.000004445854,0.438217,0.000004959076,0.0001925906,0.01465539,0.004367533,0.0001085484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964834,0.0003365775,0.00001227577,0.001165181,0.00006269307,0.0001621369,0.000002685037,0.000005722796,0.001769322],"genre_scores_gemma":[0.9987354,0.0001590549,0.000877901,0.00004532205,0.00005136981,0.000003946561,0.00000136659,0.000003760334,0.0001219192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253692,"threshold_uncertainty_score":0.9998038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649180150391422,"score_gpt":0.3521414252366272,"score_spread":0.305649623732713,"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."}}