{"id":"W2574228728","doi":"","title":"Diapers and Dissertations: An Exploration of Doctoral and Postdoctoral Trainee Decision-Making Surrounding First-Time Parenthood","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0196739,0.0005068543,0.0005178918,0.002167448,0.0188854,0.009290216,0.001568614,0.001827242,0.006301766],"category_scores_gemma":[0.03108248,0.0006369542,0.0004263135,0.002931458,0.01092254,0.005778621,0.01224195,0.006174359,0.0009177532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280622,"about_ca_system_score_gemma":0.01108244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393408,"about_ca_topic_score_gemma":0.01039497,"domain_scores_codex":[0.9835299,0.01316554,0.0004636789,0.0005437664,0.001411377,0.000885751],"domain_scores_gemma":[0.9647852,0.02506977,0.002900227,0.00103494,0.001682497,0.004527276],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002211033,0.00004350675,0.001417377,0.0001726229,0.000003574301,0.0006291854,0.9741703,0.00002159977,0.0003482551,0.008266634,0.004177931,0.01072691],"study_design_scores_gemma":[0.000004528959,0.00003801825,0.001139189,0.000224443,0.000002356527,0.0003045156,0.9165664,0.0000260069,0.0001220159,0.0008224293,0.08074045,0.00000957412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7840239,0.01392434,0.005813039,0.06249996,0.001902175,0.0005969239,0.0006359793,0.00006801447,0.1305355],"genre_scores_gemma":[0.939453,0.01457183,0.004179161,0.006519988,0.0006915517,0.0005605855,0.0002895292,0.00008259777,0.03365176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9803261,"threshold_uncertainty_score":0.1040468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575567143041438,"score_gpt":0.2973948200274613,"score_spread":0.261639148597047,"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."}}