{"id":"W3125120867","doi":"","title":"Childcare Availability, Household Structure, and Maternal Employment","year":2014,"lang":"en","type":"preprint","venue":"Institutional Repositories DataBase (IRDB)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Grandparent; Demographic economics; Census; Fixed effects model; Economics; Panel data; Uncorrelated; Labour economics; Econometrics; Demography; Psychology; Sociology; Population; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000541173,0.0003861951,0.0003643922,0.0001228908,0.001594205,0.000818424,0.0005657514,0.0003557382,0.00007100564],"category_scores_gemma":[0.0003407484,0.0003887248,0.0001389792,0.0001039971,0.0008389134,0.0003789799,0.001181238,0.0006327975,0.000007501144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006633847,"about_ca_system_score_gemma":0.001186186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150858,"about_ca_topic_score_gemma":0.004892182,"domain_scores_codex":[0.9966941,0.0002215471,0.0005520472,0.0008572235,0.001268043,0.0004069874],"domain_scores_gemma":[0.9983214,0.0001053003,0.0002738278,0.0006342397,0.0004079842,0.0002572621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005889404,0.00009962238,0.1217881,0.0003688035,0.0002563053,0.0001146169,0.001838172,0.004745909,0.001053859,0.8633284,0.005622831,0.0007244895],"study_design_scores_gemma":[0.001404424,0.0001646228,0.187326,0.003560277,0.0005050018,0.0002831605,0.001118734,0.003523764,0.003467574,0.03265715,0.7619262,0.004063094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97422,0.0005979183,0.001721396,0.0005168468,0.01078813,0.0004954895,0.004798102,0.0001697675,0.00669236],"genre_scores_gemma":[0.990886,0.0002796771,0.00164554,0.000287687,0.004285807,0.00005534118,0.001810303,0.00002976817,0.0007198192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8306713,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958613552111273,"score_gpt":0.2774223762887522,"score_spread":0.2578362407676395,"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."}}