{"id":"W4253158057","doi":"10.1093/acprof:oso/9780195335248.003.0006","title":"Families That Work in Times of Crisis","year":2007,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Face (sociological concept); Context (archaeology); Quarter (Canadian coin); Natural disaster; Political science; Work (physics); Natural (archaeology); History; Development economics; Geography; Sociology; Economic growth; Social science; Demography; Population; Engineering; Economics","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":[0.001801033,0.0004306944,0.0003445407,0.0006284024,0.01059138,0.004242754,0.000766276,0.002066282,0.03154617],"category_scores_gemma":[0.003388714,0.0002001134,0.0002425483,0.0006655072,0.006196645,0.005929776,0.003304386,0.002535956,0.003991236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267821,"about_ca_system_score_gemma":0.003461875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249321,"about_ca_topic_score_gemma":0.007942505,"domain_scores_codex":[0.9987086,0.0007590411,0.00001802204,0.0000757335,0.0001153143,0.0003232432],"domain_scores_gemma":[0.9987079,0.0003927529,0.00009196429,0.0000571399,0.0001807581,0.0005695196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000484909,0.0001027145,0.001905155,0.0001795589,0.00001258182,0.003155791,0.1926917,0.0002504602,0.0003185394,0.2475474,0.4605345,0.09325311],"study_design_scores_gemma":[0.00000483164,0.00001898073,0.0004848966,0.0004813475,0.000002879095,0.0008108731,0.1269245,0.00004005289,0.00007294845,0.02101765,0.8501304,0.00001071175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0575229,0.03298392,0.002654648,0.2080216,0.006223275,0.00008204144,0.0001730556,0.0001605119,0.692178],"genre_scores_gemma":[0.6500812,0.02963255,0.001946286,0.03351272,0.001434046,0.0001762511,0.000119534,0.0001522509,0.2829452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03154617,"threshold_uncertainty_score":0.1055325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964572203956953,"score_gpt":0.194785614602112,"score_spread":0.1651398925625425,"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."}}