{"id":"W2164847424","doi":"10.25336/p69918","title":"A Life Space Perspective to Approach Individual Demographic Processes","year":2010,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Space (punctuation); Life course approach; Measure (data warehouse); Sociology; Dynamics (music); Computer science; Data science; Epistemology; Psychology; Social psychology; Artificial intelligence; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957087,0.0001416101,0.0002656052,0.0004439109,0.0009159882,0.00001242941,0.0001389991,0.0001903463,0.00002499119],"category_scores_gemma":[0.003734802,0.0001411633,0.0000294596,0.0008544081,0.00008521595,0.0001172694,0.00005168264,0.0005596863,0.00002262469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079971,"about_ca_system_score_gemma":0.0007696645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2962844,"about_ca_topic_score_gemma":0.9374104,"domain_scores_codex":[0.9986402,0.0001289436,0.0002587968,0.0002938495,0.0001812689,0.0004969261],"domain_scores_gemma":[0.9987375,0.0001434596,0.00009072234,0.0001614846,0.0004197763,0.0004470372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000666984,0.00001086333,0.714399,0.0001234234,0.00004624098,0.000002992274,0.2704003,0.000006347026,0.000001232815,0.009802953,0.004986904,0.0002130824],"study_design_scores_gemma":[0.0002307146,0.00002045063,0.527279,0.00009012993,0.00002701957,3.895226e-7,0.464118,0.00000904079,6.02001e-7,0.004190839,0.003826158,0.0002076363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797014,0.00109945,0.00002889529,0.001999307,0.001064679,0.0009367992,0.00003249464,0.00006389285,0.01507307],"genre_scores_gemma":[0.9951658,0.00004175684,0.0005862376,0.003034667,0.0005881988,0.0002406585,0.0000318239,0.00002138579,0.0002895306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.641126,"threshold_uncertainty_score":0.7084017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08913705774660442,"score_gpt":0.4220540789971436,"score_spread":0.3329170212505392,"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."}}