{"id":"W4210971822","doi":"10.1002/9781118539415.wbwell047","title":"Community Change","year":2014,"lang":"en","type":"other","venue":"Well Being","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Gerontology; Developmental psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001481721,0.0001759165,0.0002029753,0.00009884436,0.0001194659,0.00001410474,0.0002054513,0.0002245088,0.02039625],"category_scores_gemma":[0.000003135103,0.0001651096,0.00008122039,0.00006160657,0.00003499813,0.000008578362,0.00005214337,0.000405289,0.009338762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677003,"about_ca_system_score_gemma":0.00000619094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00083115,"about_ca_topic_score_gemma":0.0001546113,"domain_scores_codex":[0.9992368,0.0001453208,0.0001232398,0.0001693073,0.0001089536,0.0002164447],"domain_scores_gemma":[0.9995588,0.00001723575,0.00008802105,0.0002656632,0.000006919111,0.00006333318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003911236,0.0001069942,0.0007939637,0.0000754029,0.00005671923,0.000003373541,0.001133743,5.637812e-9,0.000001266653,0.01029248,0.9730726,0.01445951],"study_design_scores_gemma":[0.0002079846,0.00001245814,0.02016984,0.0004921667,0.00001170949,0.000001840867,0.0000657924,1.723494e-7,7.03712e-7,0.0008196133,0.9780191,0.0001986534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001467536,0.0004145728,0.00005104046,0.0005090275,0.003340156,0.0001681576,0.000008301058,0.0001960359,0.9951659],"genre_scores_gemma":[0.01338996,0.00008289276,0.00004377207,0.003031864,0.003108095,0.00001790856,0.0001261342,0.0002080962,0.9799913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01937588,"threshold_uncertainty_score":0.9914326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891451761615349,"score_gpt":0.291331555250087,"score_spread":0.2524170376339335,"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."}}