{"id":"W4233660561","doi":"10.1353/cpp.2011.0005","title":"Life Course as a Policy Lens: Challenges and Opportunities","year":2011,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lens (geology); Life course approach; Political science; Engineering ethics; Psychology; Optics; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03842683,0.001293325,0.002599741,0.007212973,0.02469971,0.02594458,0.008439787,0.008839129,0.01367382],"category_scores_gemma":[0.02546071,0.000692574,0.0009580968,0.01230482,0.05894715,0.02819927,0.01682338,0.0150484,0.0009693257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06534926,"about_ca_system_score_gemma":0.1096833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4613207,"about_ca_topic_score_gemma":0.5929881,"domain_scores_codex":[0.9840034,0.01054082,0.0003133257,0.001004884,0.001763195,0.002374489],"domain_scores_gemma":[0.9373782,0.03983658,0.001778335,0.002827523,0.008482828,0.009696577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003997879,0.0001042449,0.002277773,0.0008953935,0.00001807377,0.0002069381,0.0300842,0.0004396323,0.00008629804,0.9012669,0.02043352,0.04414712],"study_design_scores_gemma":[0.00001896927,0.00005390798,0.004967925,0.004241826,0.00003108076,0.0001631369,0.2155119,0.001084101,0.0001662999,0.4585316,0.3151179,0.0001113365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01223162,0.07894978,0.0103002,0.8346631,0.003581548,0.0001028079,0.0003242971,0.00006427032,0.0597823],"genre_scores_gemma":[0.6579266,0.185061,0.02991022,0.1023157,0.007143246,0.0008646668,0.000395865,0.0002131635,0.01616959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5386792,"threshold_uncertainty_score":0.9172711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.532837612248808,"score_gpt":0.4137225102462837,"score_spread":0.1191151020025243,"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."}}