{"id":"W7004952849","doi":"","title":"Personal safety for social workers in child welfare","year":2004,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprehension; Social work; Welfare; Social Welfare; Work (physics); Practicum; Clothing; Social assistance","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":[],"consensus_categories":[],"category_scores_codex":[0.00007739331,0.0001379974,0.0001740708,0.00008120175,0.0002834181,0.000003275465,0.0001370252,0.000474013,0.000007568196],"category_scores_gemma":[0.000007014774,0.0001872894,0.0001395511,0.00007155159,0.00005704064,0.000003974058,0.00002974485,0.00009964882,0.000003455895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007600669,"about_ca_system_score_gemma":0.00009539686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002509708,"about_ca_topic_score_gemma":0.2506535,"domain_scores_codex":[0.9993985,0.00002356358,0.00007776894,0.000270725,0.00007706055,0.0001523364],"domain_scores_gemma":[0.9997255,0.000003282676,0.0001248873,0.00006667378,0.00005500771,0.00002463253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0474185,0.001821601,0.6787047,0.004619366,0.003782886,0.0001381675,0.01304041,0.0008050043,0.1059838,0.004161697,0.02869877,0.1108251],"study_design_scores_gemma":[0.001406338,0.0001164819,0.9411217,0.00008234726,0.00004495368,0.000003209024,0.02768578,0.000006571034,0.002431453,0.00003359784,0.02678454,0.0002830149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939436,0.0002248835,0.000123157,0.0009901848,0.0002219554,0.0003021396,0.00008381507,0.000007159568,0.004103117],"genre_scores_gemma":[0.9914713,0.000070153,0.0004145525,0.00001321911,0.00008296295,0.000001041965,0.006149075,0.00001368803,0.001784001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.262417,"threshold_uncertainty_score":0.7637438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006545828615528201,"score_gpt":0.2069830501308401,"score_spread":0.2004372215153119,"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."}}