{"id":"W6978016996","doi":"10.7939/r3-0jt1-mz70","title":"Behavioral and emotional risk and resilience among socially disadvantaged children in Canadian cities","year":2006,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Resilience (materials science); Psychological resilience; Vulnerability (computing); Social isolation; Poison control","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":[],"consensus_categories":[],"category_scores_codex":[0.00004021736,0.00009554252,0.0001382029,0.0001518505,0.0001716779,0.00004168117,0.0001005503,0.0001323215,0.0004780413],"category_scores_gemma":[0.000005310907,0.0001124294,0.00002025978,0.00007171976,0.0001111705,0.0005428918,0.000007215659,0.00009844838,0.000001620566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003804729,"about_ca_system_score_gemma":0.0002318784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9569737,"about_ca_topic_score_gemma":0.9874178,"domain_scores_codex":[0.9994732,0.00004846216,0.00009081121,0.0001753206,0.00007718669,0.0001350777],"domain_scores_gemma":[0.9997115,0.00005000236,0.0001007151,0.00005018661,0.000007363966,0.00008022726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003259676,0.000004076323,0.9973174,0.0000172617,0.000004684922,0.00000421491,0.0009292235,0.00002226384,0.00000219422,0.00009080832,0.0002048388,0.00137044],"study_design_scores_gemma":[0.0001383793,0.00002389985,0.9981547,0.00006651056,0.00002015109,8.423324e-7,0.0008875772,0.00008465687,0.000009063037,0.0003719719,0.000124461,0.0001177743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948311,0.0001211053,1.65569e-7,0.00007593012,0.00006626003,0.00009484449,0.0001932289,0.000006307595,0.004611009],"genre_scores_gemma":[0.9918799,0.0002180952,0.0001570601,0.00001246207,0.0000182935,2.427999e-8,0.003803868,0.000003095976,0.003907171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.030444,"threshold_uncertainty_score":0.5234216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003410653226518743,"score_gpt":0.1617154833129066,"score_spread":0.1583048300863878,"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."}}