{"id":"W2992868222","doi":"","title":"A perfect storm or never say die: Home Economics education in British Columbia","year":2017,"lang":"en","type":"article","venue":"International journal of home economics","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Project commissioning; Storm; Publishing; Aged care; Management; Engineering; Sociology; Economics; Economic history; Political science; Law; Meteorology; Gerontology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001756093,0.00009240709,0.0003089971,0.0001469541,0.0006413638,0.001115069,0.001676437,0.0001217795,0.0003768269],"category_scores_gemma":[0.001027173,0.0001374041,0.0001357571,0.00002795649,0.0005395428,0.001651457,0.0001823499,0.0002836074,0.00002666666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349575,"about_ca_system_score_gemma":0.002252219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02476005,"about_ca_topic_score_gemma":0.4944254,"domain_scores_codex":[0.9986469,0.0001799381,0.0006742232,0.000175794,0.0001184821,0.0002046674],"domain_scores_gemma":[0.9973135,0.0004373036,0.001226199,0.000322643,0.0005930238,0.0001073385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004309389,0.0003533584,0.915159,0.000004804976,0.0002522458,0.000005951444,0.008920806,0.0000673527,0.000002313789,0.004042876,0.009919659,0.06122854],"study_design_scores_gemma":[0.0007071533,0.00004483277,0.7823653,0.00006142895,0.0000160054,0.00004293759,0.01675971,0.00001901598,0.000001469847,0.01070363,0.189082,0.0001965323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754927,0.0005280481,0.000007161268,0.01260501,0.006815698,0.0001324533,0.00002413483,0.000008979845,0.004385882],"genre_scores_gemma":[0.9718449,0.02094815,0.0008505251,0.0005466381,0.001886418,0.00001507343,0.000008019879,0.00001715235,0.003883184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696653,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303019364343017,"score_gpt":0.3881440431675249,"score_spread":0.3351138495240947,"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."}}