{"id":"W4285478659","doi":"10.51952/9781447352570.ch003","title":"Urban community vignette","year":2021,"lang":"fr","type":"book-chapter","venue":"Policy Press eBooks","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vignette; Urban community; Geography; Psychology; Sociology; Social psychology; Socioeconomics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004965375,0.0006153127,0.0007388316,0.0001604267,0.001781342,0.0002063151,0.001134037,0.0008577108,0.0005628216],"category_scores_gemma":[0.0001373777,0.0006942297,0.0004855752,0.00004013413,0.001745156,0.0001063638,0.0005877304,0.001931247,0.0002035354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722315,"about_ca_system_score_gemma":0.0006605361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1245101,"about_ca_topic_score_gemma":0.01319863,"domain_scores_codex":[0.9962289,0.001176686,0.0005503328,0.0004714225,0.0006557771,0.0009169364],"domain_scores_gemma":[0.9972103,0.000666076,0.0003221653,0.001153519,0.0001981331,0.0004498437],"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":[0.00001136794,0.00004447413,0.00002664082,0.0001146512,0.0002394692,0.00004209305,0.0215443,8.360391e-7,0.0001328595,0.9409304,0.008791582,0.02812138],"study_design_scores_gemma":[0.0002727946,0.00009102124,0.00003713667,0.0009919042,0.0001941299,0.00001038932,0.0001545792,0.000005022361,0.001098311,0.01810893,0.9783676,0.0006682252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001223093,0.006619014,0.00001517155,0.0009981636,0.0006493704,0.0004255535,0.0001135157,0.0001539474,0.9898022],"genre_scores_gemma":[0.04828343,0.003185635,0.00008620896,0.003310389,0.004086218,0.00003927427,0.00003472302,0.0001156053,0.9408585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.969576,"threshold_uncertainty_score":0.9995509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129534173849646,"score_gpt":0.3404602080008949,"score_spread":0.2109260341512489,"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."}}