{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003054849,0.0001612534,0.0004669194,0.000275946,0.000356054,7.926309e-7,0.0003028671,0.0003580437,0.05227541],"category_scores_gemma":[0.0000154396,0.0001348007,0.00004667486,0.00009483624,0.0000811535,0.000009246514,0.0002927743,0.001025366,0.000339317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137671,"about_ca_system_score_gemma":0.001714443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02611948,"about_ca_topic_score_gemma":0.01872243,"domain_scores_codex":[0.9982836,0.0006164955,0.0004887778,0.0000676763,0.0002306668,0.0003127491],"domain_scores_gemma":[0.9982492,0.0004852036,0.000365258,0.0007214842,0.00007126455,0.0001075676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000185866,0.00004839738,0.01589113,0.0009317009,0.00002648782,7.747391e-7,0.001397487,5.129494e-8,1.829887e-7,0.004719772,0.9764324,0.0005497654],"study_design_scores_gemma":[0.0003358761,0.00002664791,0.01516093,0.0008180471,0.000005261471,5.253131e-7,0.005132827,0.000005382211,1.507372e-7,0.00004739767,0.9783458,0.0001211861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008636726,0.0004028575,0.0001840752,0.0002260561,0.0005608443,0.0008111786,0.00004195282,0.0002192328,0.9974675],"genre_scores_gemma":[0.001616848,0.004115005,0.008101008,0.00195764,0.000117321,0.0001196682,0.0001481819,0.0002114677,0.9836128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05193609,"threshold_uncertainty_score":0.9991834,"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."}}