{"id":"W2884051466","doi":"10.4324/9780203853047-16","title":"Building engagement: The design and evaluation of interventions","year":2010,"lang":"en","type":"article","venue":"Psychology Press eBooks","topic":"Community Health and Development","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Psychological intervention; Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.007853287,0.00006870485,0.0001131598,0.00006198115,0.0006806446,0.000003597816,0.000201371,0.0001118404,0.0001470693],"category_scores_gemma":[0.0003714075,0.00005005673,0.00002930624,0.00001786329,0.0001163862,0.00002061851,0.0001544191,0.0008914265,0.000006380112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001319458,"about_ca_system_score_gemma":0.000111091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001158645,"about_ca_topic_score_gemma":0.0001334787,"domain_scores_codex":[0.9965144,0.002607135,0.0003873347,0.0001265826,0.0001524964,0.0002119838],"domain_scores_gemma":[0.9981842,0.000975894,0.0001847809,0.0004087876,0.000187281,0.00005906224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003313343,0.0002936167,0.006780112,0.0009005315,0.0001908853,0.000001096729,0.04389256,0.00002152342,0.01366024,0.2382821,0.02076337,0.6748827],"study_design_scores_gemma":[0.009285931,0.0003855791,0.3425642,0.0008634362,0.0004767347,0.00001835013,0.002253434,0.003519674,0.001483668,0.1244064,0.5142376,0.0005049686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344874,0.0005672547,0.02589734,0.002012878,0.002351644,0.003962001,0.00000518964,0.00007131186,0.130645],"genre_scores_gemma":[0.9849021,0.0000280747,0.01254158,0.001180379,0.00006068679,0.0006925254,0.000001791259,0.000009852012,0.0005830466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6743777,"threshold_uncertainty_score":0.5235037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.534770600472208,"score_gpt":0.6006103487367136,"score_spread":0.06583974826450556,"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."}}