{"id":"W1996202869","doi":"10.1177/1523422312446159","title":"Community and Societal Development","year":2012,"lang":"en","type":"article","venue":"Advances in Developing Human Resources","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Community development; Sociology; Public relations; Process management; Political science; Engineering ethics; Knowledge management; Business; Economic growth; Computer science; Economics; Engineering","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":[0.007265071,0.0004299941,0.0006857112,0.002249021,0.01102107,0.009249979,0.001513346,0.00326558,0.01965088],"category_scores_gemma":[0.01092775,0.0002820669,0.0004579825,0.002304005,0.03015894,0.009038131,0.0202992,0.004352715,0.001340712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008035061,"about_ca_system_score_gemma":0.01711415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838779,"about_ca_topic_score_gemma":0.02651989,"domain_scores_codex":[0.990672,0.005039462,0.0002321218,0.001208099,0.001601189,0.001247181],"domain_scores_gemma":[0.9892204,0.002614658,0.000666973,0.001263763,0.002208491,0.004025639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005969895,0.00003326192,0.002072769,0.00009839113,0.00001898849,0.0001712717,0.008655717,0.0001031932,0.00007544528,0.9273587,0.02362008,0.03778622],"study_design_scores_gemma":[0.00001418959,0.00004167659,0.00368308,0.0003919308,0.00001290444,0.0003786522,0.02729396,0.0001505761,0.0000648036,0.3380041,0.6299386,0.00002555743],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02948881,0.008744288,0.01077484,0.2408929,0.001444406,0.0001718385,0.0002192534,0.0001041233,0.7081595],"genre_scores_gemma":[0.919995,0.005128376,0.005328524,0.01993529,0.0006216759,0.0002323257,0.0001366244,0.00006930783,0.04855281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01965088,"threshold_uncertainty_score":0.06573874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0735893191973539,"score_gpt":0.3042615714185944,"score_spread":0.2306722522212405,"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."}}