{"id":"W1959859660","doi":"10.1002/env.2351","title":"Estimating the transition of individuals between life stages","year":2015,"lang":"en","type":"article","venue":"Environmetrics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Metric (unit); Transition (genetics); Standard deviation; Statistics; Computer science; Econometrics; Variety (cybernetics); Range (aeronautics); Ecology; Mathematics; Biology; Operations management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002484351,0.0003459736,0.0003394531,0.001959707,0.0002769357,0.0009254709,0.0006542263,0.0006238192,0.001088208],"category_scores_gemma":[0.01273285,0.0002305127,0.0005034644,0.001124365,0.0004597615,0.001900421,0.001005057,0.0006838921,0.0002822318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008335814,"about_ca_system_score_gemma":0.0003220927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660326,"about_ca_topic_score_gemma":0.003099987,"domain_scores_codex":[0.9993331,0.0002226724,0.00005230757,0.0002412761,0.000091062,0.00005959475],"domain_scores_gemma":[0.9949745,0.002802053,0.001255542,0.0003929305,0.0003605734,0.0002144127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003235473,0.0001213319,0.6100764,0.0001870253,0.0003701908,0.0001745843,0.0007266393,0.168621,0.00350876,0.03281922,0.003812143,0.1792592],"study_design_scores_gemma":[0.00001865564,0.0001449458,0.3697121,0.00008068378,0.00008125008,0.0003943512,0.0005354487,0.5496818,0.003073131,0.06900022,0.007182905,0.00009447979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7947241,0.001120476,0.1981999,0.000350664,0.00003865953,0.00005917975,0.001697458,0.0001738426,0.003635674],"genre_scores_gemma":[0.9672812,0.0002515702,0.03008309,0.00003021837,0.00001771898,0.00003692108,0.001460409,0.00001518203,0.0008235944],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003660326,"threshold_uncertainty_score":0.01313865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742070616348675,"score_gpt":0.2337444176640954,"score_spread":0.05953735602922794,"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."}}