{"id":"W4399826364","doi":"10.1007/978-3-031-52501-8_15","title":"Improving Capacity and Agency","year":2024,"lang":"en","type":"book-chapter","venue":"Natural resource management and policy","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Agency (philosophy); Business; Sociology; Social science","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":[0.004724771,0.0007019546,0.0005224085,0.001415528,0.005592099,0.01204586,0.001520806,0.004364019,0.05313105],"category_scores_gemma":[0.009975994,0.0004676166,0.0003921145,0.001357728,0.01536174,0.01394257,0.007751021,0.00644536,0.01179787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008270475,"about_ca_system_score_gemma":0.01429289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491473,"about_ca_topic_score_gemma":0.02194827,"domain_scores_codex":[0.9954485,0.001751149,0.00009440962,0.0006436903,0.001261659,0.0008004654],"domain_scores_gemma":[0.9968085,0.0009606817,0.0001433185,0.0007588335,0.0007580971,0.0005705949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003109819,0.00001428352,0.00007380251,0.00002011136,0.000001990037,0.00001108982,0.001142337,0.0001501987,0.00004199906,0.8832635,0.09255286,0.0227247],"study_design_scores_gemma":[0.000002573926,0.000006622508,0.0001433729,0.0001050459,0.000002552379,0.00002235231,0.001239699,0.0001417068,0.00007234776,0.265588,0.73267,0.000005614284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000654458,0.002118592,0.003224154,0.02138988,0.0005796004,0.00002406045,0.00002993395,0.00007552989,0.9719037],"genre_scores_gemma":[0.08495265,0.003200472,0.004448609,0.01058072,0.0006662364,0.000155325,0.00008749633,0.0002446439,0.8956639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05313105,"threshold_uncertainty_score":0.1777411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285175680059203,"score_gpt":0.3704188345443375,"score_spread":0.3175670777437455,"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."}}