{"id":"W4402483613","doi":"10.12688/healthopenres.13611.2","title":"Developing Compassionate Community: Insights from the International Standards for Community Development","year":2024,"lang":"en","type":"article","venue":"Health Open Research","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Community development; Developing country; Engineering ethics; Political science; Environmental planning; Environmental ethics; Sociology; Environmental resource management; Economic growth; Geography; Environmental science; Economics; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0259861,0.0003932508,0.0005425137,0.003298652,0.006876111,0.01307179,0.001725839,0.002744187,0.002937023],"category_scores_gemma":[0.0430467,0.000221999,0.0005639521,0.004712115,0.02968239,0.005806525,0.008635491,0.007185252,0.0001570237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05940164,"about_ca_system_score_gemma":0.08917665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3355371,"about_ca_topic_score_gemma":0.3904183,"domain_scores_codex":[0.980715,0.009448139,0.0007851583,0.00068528,0.004471601,0.003894782],"domain_scores_gemma":[0.9654918,0.0169194,0.002181365,0.001772879,0.008664604,0.004969868],"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":[0.000004230873,0.00002135972,0.002170922,0.0000434397,0.00000295455,0.00006794738,0.009251603,0.0003883471,0.0000178261,0.9707357,0.005383485,0.01191215],"study_design_scores_gemma":[0.00001819122,0.00003546545,0.01623752,0.001197304,0.00001568998,0.0001954505,0.04437346,0.002307355,0.0002103826,0.6421928,0.2931529,0.00006361368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05197904,0.00788432,0.01975373,0.4072917,0.0008075153,0.0002755346,0.0001738739,0.00003254271,0.5118018],"genre_scores_gemma":[0.964067,0.004477086,0.009871366,0.01108911,0.0002066067,0.0002462761,0.0001116653,0.00004643225,0.009884413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3355371,"threshold_uncertainty_score":0.667168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5658928836479808,"score_gpt":0.5088233770599772,"score_spread":0.05706950658800369,"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."}}