{"id":"W4390272274","doi":"10.31299/hrri.59.2.1","title":"Resilience of families with complex needs whose children manifest behavioural and emotional problems","year":2023,"lang":"en","type":"article","venue":"Hrvatska revija za rehabilitacijska istraživanja","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Psychological resilience; Thematic analysis; Context (archaeology); Social psychology; Face (sociological concept); Family resilience; Developmental psychology; Wish; Theme (computing); Qualitative research; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001937819,0.0003300067,0.0003160233,0.001191392,0.002182768,0.001238097,0.0004135077,0.0005159855,0.001581781],"category_scores_gemma":[0.009503875,0.0002687289,0.0003761285,0.0007992598,0.001819643,0.001657735,0.00296769,0.0008019327,0.0001321231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920564,"about_ca_system_score_gemma":0.001933819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216091,"about_ca_topic_score_gemma":0.01759935,"domain_scores_codex":[0.9988793,0.0005721858,0.0000619351,0.00007995171,0.0001050388,0.0003016733],"domain_scores_gemma":[0.9976635,0.001042282,0.0006975645,0.00009853549,0.0001401994,0.000357915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002181305,0.0001426746,0.5472144,0.000342526,0.00008273058,0.01499669,0.3745296,0.0004454389,0.001283777,0.002784031,0.001368355,0.05659171],"study_design_scores_gemma":[0.00001535395,0.0002860295,0.4082942,0.0005997954,0.0000507373,0.01002353,0.5702205,0.0003045929,0.0003706041,0.00300514,0.006755188,0.00007431645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976666,0.0005031505,0.0001175632,0.0005232531,0.000007756222,0.00001049679,0.00002707539,0.000003312517,0.001140927],"genre_scores_gemma":[0.9990427,0.0005084632,0.0001642822,0.00004086559,0.000003783847,0.0000169628,0.00002385163,0.000001434607,0.0001976317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216091,"threshold_uncertainty_score":0.02418023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737094512599225,"score_gpt":0.3337517700967436,"score_spread":0.2963808249707513,"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."}}