{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003310685,0.0004229321,0.0006676692,0.0005116136,0.00007345569,0.00003943426,0.000338082,0.003301772,0.001205005],"category_scores_gemma":[0.0006429804,0.0003607491,0.00005923883,0.0001877742,0.000260819,0.00005914617,0.0002868932,0.003015939,0.0001998718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005171254,"about_ca_system_score_gemma":0.001025751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818467,"about_ca_topic_score_gemma":0.000106278,"domain_scores_codex":[0.9965982,0.0002138326,0.0009076125,0.0008038005,0.0007257118,0.0007508863],"domain_scores_gemma":[0.9985068,0.0004246974,0.0002605605,0.0004922916,0.0001479468,0.0001677399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008046333,0.00003233637,0.02058264,0.0002063432,0.0001011102,0.00002545792,0.006307198,5.327637e-8,0.00003750018,0.001189228,0.9658885,0.005549184],"study_design_scores_gemma":[0.0002927178,0.00005804811,0.1173773,0.000389273,0.00002153329,0.0000591469,0.002689013,2.335365e-7,0.00003088676,0.0004122494,0.878289,0.0003805786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2058153,0.01114498,0.000003448862,0.0004937866,0.006835135,0.0003820722,0.00003861391,0.0001325675,0.7751541],"genre_scores_gemma":[0.02167384,0.007501946,0.0003530655,0.0007947393,0.001778257,0.0001800937,0.00004934338,0.0000762411,0.9675925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1924384,"threshold_uncertainty_score":0.9998844,"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."}}