{"id":"W2209110784","doi":"","title":"Researching Resilience [Book Review]","year":2010,"lang":"en","type":"article","venue":"Aotearoa New Zealand Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Social work; Sociology; Project commissioning; Publishing; Criminology; Political science; Law; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298921,0.00140277,0.002046525,0.004347508,0.0006338949,0.00248695,0.001768497,0.002324652,0.02748779],"category_scores_gemma":[0.008439675,0.0006189782,0.001104143,0.006204925,0.0008625149,0.002807698,0.001340366,0.004152789,0.0195334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337761,"about_ca_system_score_gemma":0.004503127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642198,"about_ca_topic_score_gemma":0.01104877,"domain_scores_codex":[0.9991417,0.0001548274,0.00008817393,0.0001308845,0.0004228435,0.00006163251],"domain_scores_gemma":[0.9960034,0.001651284,0.000331389,0.00009393295,0.001639963,0.0002800658],"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":[0.00002378298,0.00001211167,0.00004198684,0.004509338,0.00003944107,0.00004907575,0.00003485871,0.00003861283,0.00007103551,0.0006069132,0.8354105,0.1591623],"study_design_scores_gemma":[0.00002121111,0.00002959726,0.0004796108,0.007408986,0.00008374202,0.0004798521,0.00003929483,0.00001830173,0.00004363692,0.001035259,0.9903415,0.00001876902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003771151,0.9775358,0.0001912537,0.006593132,0.01002278,0.00002766674,0.0001621053,0.00003249659,0.005397134],"genre_scores_gemma":[0.0004288963,0.9755214,0.0004735096,0.007785649,0.005209326,0.00005883513,0.000274017,0.00002340155,0.01022495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02748779,"threshold_uncertainty_score":0.09195578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751096449231188,"score_gpt":0.3261267677756585,"score_spread":0.3086158032833466,"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."}}