{"id":"W2888983680","doi":"10.25336/csp29431","title":"Childlessness in Europe: Contexts, Causes, and Consequences","year":2018,"lang":"de","type":"article","venue":"Canadian Studies in Population","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Childlessness; Series (stratigraphy); Sociology; Demography; Psychology; Geography; Population; Fertility; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007408557,0.0002400598,0.0007427484,0.0004402165,0.0008779881,0.00002844126,0.0001243157,0.0002980334,0.0000745497],"category_scores_gemma":[0.0009868311,0.0002465629,0.00001844896,0.0008639189,0.0008815018,0.0001700428,0.00007864464,0.0004293615,0.0001063558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008173631,"about_ca_system_score_gemma":0.0005832622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7106586,"about_ca_topic_score_gemma":0.995666,"domain_scores_codex":[0.9972299,0.0007670263,0.000710635,0.0004127255,0.0001502954,0.0007293946],"domain_scores_gemma":[0.9987278,0.0002476037,0.0001854137,0.0001987701,0.0003696838,0.0002707245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001577833,0.00001277952,0.881907,0.0002215747,0.00004171927,0.00008280106,0.09888411,0.000001511659,9.005485e-7,0.01311624,0.0001862836,0.005529265],"study_design_scores_gemma":[0.000596088,0.00004726366,0.8847218,0.001306772,0.00002809645,2.517699e-7,0.1036401,0.00002666904,0.000001566553,0.001776937,0.007583153,0.0002713733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465742,0.04671066,5.773184e-7,0.001215273,0.003555362,0.0006963551,0.00009110231,0.00001728962,0.001139219],"genre_scores_gemma":[0.9888788,0.009457601,0.00001402633,0.0003746414,0.0009582196,0.00004631911,0.00005142229,0.00002936381,0.0001896251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850073,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09646375736152195,"score_gpt":0.4256779434196369,"score_spread":0.329214186058115,"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."}}