{"id":"W2912308428","doi":"10.5703/1288284317221","title":"Family Responsibilities in Academia: Premiums, Penalties, and Policies","year":2018,"lang":"en","type":"report","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01357314,0.0003185299,0.0003779089,0.002728202,0.0102052,0.003750534,0.001433308,0.002837071,0.02201754],"category_scores_gemma":[0.04733444,0.0003726521,0.0003951792,0.002160706,0.003003579,0.003581747,0.006600165,0.004861734,0.001713318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006729667,"about_ca_system_score_gemma":0.02753772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03415816,"about_ca_topic_score_gemma":0.07962065,"domain_scores_codex":[0.9844328,0.005193543,0.0007874466,0.000485861,0.003585739,0.005514628],"domain_scores_gemma":[0.9179122,0.01992564,0.007229912,0.002366205,0.009826829,0.04273921],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004488312,0.001700046,0.4929622,0.0001529239,0.00003770707,0.0009785469,0.01378064,0.001443396,0.0006383156,0.1215031,0.1176451,0.2487092],"study_design_scores_gemma":[0.0001010334,0.0004865169,0.7117382,0.001039158,0.0000477427,0.00156412,0.07723581,0.002169142,0.001346791,0.03021676,0.1739043,0.0001504051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844101,0.0039348,0.002555894,0.1245894,0.001199219,0.000177801,0.001434543,0.0002062506,0.181492],"genre_scores_gemma":[0.9616286,0.001033193,0.000724558,0.003140157,0.0003021626,0.00008996135,0.0003217397,0.00004181027,0.03271783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9864268,"threshold_uncertainty_score":0.07365602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074364607797312,"score_gpt":0.4044650541823603,"score_spread":0.2970285934026291,"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."}}