{"id":"W4415459749","doi":"10.1016/j.jenvp.2025.102822","title":"Living environment and resident-to-resident aggression in long-term residential care facilities","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Hong Kong Polytechnic University; Research Grants Council, University Grants Committee","keywords":"Residential care; Aggression; Intervention (counseling); Affect (linguistics); Sample (material); Occupational safety and health; Health care; Activities of daily living; Human factors and ergonomics","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":[0.001197496,0.0002848852,0.0003532106,0.000537617,0.0007658088,0.0009207057,0.0006301972,0.0004661061,0.00163572],"category_scores_gemma":[0.004878414,0.0002817121,0.0007356548,0.0007658121,0.0005228624,0.0004635495,0.00124474,0.0007266565,0.0001707431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300415,"about_ca_system_score_gemma":0.0009448018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04161937,"about_ca_topic_score_gemma":0.06533305,"domain_scores_codex":[0.9988626,0.0005244797,0.0001337715,0.0001369813,0.0001528082,0.0001894517],"domain_scores_gemma":[0.9959192,0.0007448423,0.00199569,0.0002294382,0.0003251899,0.0007857017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002311731,0.00005056446,0.9980888,0.00001321616,0.00007785742,0.00006608517,0.0005178509,0.00004778552,0.0000498858,0.00001412022,0.00004166298,0.001009146],"study_design_scores_gemma":[6.532242e-7,0.0000405026,0.9988744,0.00001103392,0.00001171887,0.00003642911,0.000913507,0.00005779232,0.000008672705,0.000006609989,0.00003617582,0.000002461131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999624,0.0001187665,0.0000322218,0.00003465437,0.000003023993,0.000003451978,0.00003993006,0.000001109933,0.0001428534],"genre_scores_gemma":[0.999773,0.00006642878,0.00003210341,0.00001045939,0.000002917221,0.000003996033,0.00004264485,5.698299e-7,0.00006802063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04161937,"threshold_uncertainty_score":0.08275419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192203436431365,"score_gpt":0.38442884953456,"score_spread":0.3652085058914235,"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."}}