{"id":"W4256359559","doi":"10.1108/ijssp-01-2020-0016","title":"Guest editorial","year":2020,"lang":"en","type":"editorial","venue":"International Journal of Sociology and Social Policy","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University; Brock University","funders":"","keywords":"Political science; Sociology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001203906,0.0002240829,0.0006059473,0.0002249273,0.0005102507,0.0001510264,0.00103065,0.002117228,0.00004333402],"category_scores_gemma":[0.004572175,0.0002264735,0.0002893879,0.00007448626,0.002150983,0.0002253484,0.0001561691,0.001959816,0.0000263974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736558,"about_ca_system_score_gemma":0.003888403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008533444,"about_ca_topic_score_gemma":0.0001863858,"domain_scores_codex":[0.9968308,0.0005400751,0.000574709,0.0002223227,0.001491343,0.0003407939],"domain_scores_gemma":[0.9961306,0.001072345,0.0009821592,0.00005233022,0.001602994,0.000159528],"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":[0.0001226754,0.00003149102,0.000201397,0.000008855503,0.0003511857,0.00002456295,0.04741038,1.119612e-7,0.000005498619,0.00429717,0.9471425,0.0004041658],"study_design_scores_gemma":[0.0006776589,0.00008584616,0.0003614001,0.0000350678,0.00004553031,0.000002014203,0.004493046,2.431508e-8,4.797833e-7,0.01398154,0.9801421,0.0001753305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009105126,0.0006328406,0.000003174042,0.02693243,0.9669328,0.00006398367,0.0001339777,0.00002989771,0.004360394],"genre_scores_gemma":[0.009481149,0.003899046,0.00002394313,0.0004445325,0.9855773,0.000003201061,0.00004912314,0.00002661895,0.0004951121],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04291734,"threshold_uncertainty_score":0.9991782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118473231176859,"score_gpt":0.3720265333128885,"score_spread":0.3508418010011199,"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."}}