{"id":"W3011218257","doi":"10.1002/ev.20394","title":"Advancing the Measurement of Collective Community Capacity and the Evaluation of Community Capacity‐Building Models","year":2020,"lang":"en","type":"article","venue":"New Directions for Evaluation","topic":"Community Health and Development","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capacity building; Work (physics); Collective efficacy; Community resilience; Adaptation (eye); Public relations; Psychological resilience; Political science; Sociology; Psychology; Computer science; Engineering; Social psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1376068,0.0009717617,0.001136704,0.005243787,0.002923781,0.009706336,0.002732884,0.001492267,0.005868495],"category_scores_gemma":[0.2800628,0.000583032,0.001259025,0.005236973,0.008505627,0.01192675,0.01000681,0.003946962,0.0005219663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042149,"about_ca_system_score_gemma":0.01961646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951471,"about_ca_topic_score_gemma":0.02479189,"domain_scores_codex":[0.8376846,0.1372168,0.003044364,0.003036474,0.01728367,0.001734153],"domain_scores_gemma":[0.6190163,0.2841763,0.01909508,0.02769468,0.04434738,0.005670193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002100839,0.0008424,0.1181603,0.002640906,0.0006469039,0.00006324764,0.02216185,0.01434408,0.0004534848,0.3639075,0.01567079,0.4608985],"study_design_scores_gemma":[0.0002335856,0.001427105,0.1279257,0.01618261,0.000471135,0.000146841,0.0748893,0.08866965,0.003898321,0.5966482,0.08895989,0.0005476354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3193657,0.009765209,0.4256566,0.03960966,0.001477014,0.004532781,0.001462687,0.0007376433,0.1973926],"genre_scores_gemma":[0.8738543,0.00214547,0.1185338,0.000839557,0.0001021408,0.002599682,0.0002756779,0.0000714631,0.001577787],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1376068,"threshold_uncertainty_score":0.7277431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4752172519940911,"score_gpt":0.4749833008706206,"score_spread":0.0002339511234704661,"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."}}