{"id":"W2340127958","doi":"10.15200/winn.146161.19055","title":"Families and Work: Making it Work. Full Transcript of Directed Discussion on Family and Work Balance at Pacifichem Conference 2015, Honolulu, HI, USA","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Demographics; Balance (ability); Public relations; Library science; Sociology; Gender balance; Political science; Psychology; Engineering; Computer science; Gender studies","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":[],"consensus_categories":[],"category_scores_codex":[0.002606143,0.0006224799,0.0003749924,0.001893232,0.001220509,0.001245036,0.0008081209,0.000804831,0.04433036],"category_scores_gemma":[0.01014627,0.0002955049,0.0004524403,0.003591795,0.0003103252,0.001132663,0.0017905,0.001133865,0.02361839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192071,"about_ca_system_score_gemma":0.002764769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03799444,"about_ca_topic_score_gemma":0.08722869,"domain_scores_codex":[0.9987469,0.0004614649,0.0001730182,0.0001780555,0.0002904558,0.0001501238],"domain_scores_gemma":[0.9957007,0.001794827,0.0004633812,0.0004026034,0.001264382,0.0003741223],"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":[0.00008946399,0.00001712948,0.004005909,0.0004482591,0.000007995373,0.00004754611,0.001127527,0.0001043483,0.00007552175,0.0004879984,0.9852019,0.008386354],"study_design_scores_gemma":[0.00007883147,0.00002055942,0.03347431,0.0008352321,0.000009864873,0.00009080692,0.005732397,0.0001854333,0.0002700113,0.0008803923,0.9583938,0.00002837522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002921002,0.0001699733,0.0002776083,0.0004921992,0.0000934332,0.0001427286,0.9909917,0.00007678565,0.004834557],"genre_scores_gemma":[0.008781528,0.0004419181,0.001605007,0.0003086545,0.00006667781,0.002108287,0.9742805,0.00007570515,0.01233168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04433036,"threshold_uncertainty_score":0.1482998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569456644157625,"score_gpt":0.2927524830627363,"score_spread":0.2570579166211601,"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."}}