{"id":"W1490284862","doi":"10.1002/9780470373705.chsw003026","title":"Assessment of Communities","year":2008,"lang":"en","type":"other","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007598617,0.0007071674,0.0005561119,0.008839038,0.004781633,0.007130035,0.001889174,0.001224723,0.01636247],"category_scores_gemma":[0.02383618,0.0002929689,0.0005465702,0.003848714,0.002817643,0.007660776,0.009737102,0.000929245,0.00217407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003547408,"about_ca_system_score_gemma":0.00864343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009855472,"about_ca_topic_score_gemma":0.0196853,"domain_scores_codex":[0.9888737,0.004406292,0.0005630685,0.000973711,0.004762429,0.0004206512],"domain_scores_gemma":[0.9880521,0.003165032,0.00115778,0.001173778,0.005500772,0.000950416],"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":[0.00009067265,0.0001306704,0.02469141,0.001074534,0.00004966462,0.0003174671,0.03959367,0.002063192,0.001658211,0.2304675,0.0239499,0.6759132],"study_design_scores_gemma":[0.00002199252,0.0002028517,0.02624151,0.003093769,0.00005111751,0.000987899,0.1007387,0.006510565,0.002456622,0.1665583,0.6929972,0.0001394035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08764856,0.005175115,0.2482386,0.006715103,0.00106204,0.004103372,0.001772996,0.001101999,0.6441822],"genre_scores_gemma":[0.604554,0.005301092,0.2762142,0.001105149,0.0001492131,0.002441005,0.001640119,0.0003029545,0.1082923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01636247,"threshold_uncertainty_score":0.05473787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730637513601362,"score_gpt":0.5206808303390359,"score_spread":0.3476170789788997,"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."}}