{"id":"W7037823603","doi":"","title":"Exploring and comparing client perception of need and social worker perception of risk : a key to improved intervention in cases of child neglect","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Intervention (counseling); Child protection; Perception; Social work; Exploratory research; Child neglect","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006695172,0.0002889173,0.0005856346,0.001879631,0.00379482,0.002231352,0.001099318,0.0008996512,0.003004534],"category_scores_gemma":[0.01778544,0.0003807823,0.0002586492,0.001619798,0.001525279,0.002609903,0.00285615,0.001306756,0.0002121287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00549372,"about_ca_system_score_gemma":0.008145928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08565412,"about_ca_topic_score_gemma":0.1659527,"domain_scores_codex":[0.9960358,0.002017088,0.0002603296,0.0001107721,0.0008429998,0.0007331489],"domain_scores_gemma":[0.9951137,0.002149836,0.001110418,0.0001581788,0.0009854689,0.0004824638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002526009,0.0008221032,0.3849047,0.0008576853,0.00002240719,0.001940406,0.4678837,0.0001609706,0.003055765,0.0008100492,0.001268101,0.1380215],"study_design_scores_gemma":[0.00001295227,0.000390233,0.4843111,0.0004158278,0.00001973408,0.0006013311,0.5101886,0.0002600216,0.0004709969,0.0009038902,0.002383952,0.00004128923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881113,0.0005191136,0.0006331113,0.002144573,0.00001017553,0.0003654566,0.00004578533,0.00001090556,0.008159606],"genre_scores_gemma":[0.9955785,0.0009481058,0.002085644,0.0001587531,0.000008638237,0.0003409548,0.00004590169,0.000003570056,0.000829916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08565412,"threshold_uncertainty_score":0.1703112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837626076960224,"score_gpt":0.2414685908774117,"score_spread":0.2030923301078095,"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."}}