{"id":"W4233684753","doi":"10.32920/ryerson.14664774","title":"Exploring dominant child protection discourses: new possibilities for practice","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University","funders":"","keywords":"Child protection; Welfare; Narrative; Reflective practice; Attachment theory; Qualitative research; Ethnic group; Stigma (botany); Psychology; Practice theory; Developmental psychology; Political science; Social psychology; Sociology; Social science; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04586002,0.001695989,0.001580186,0.00622646,0.02357794,0.0283993,0.004665909,0.005016728,0.005502181],"category_scores_gemma":[0.02863587,0.00121475,0.0007038084,0.006349818,0.09723432,0.03361905,0.0236592,0.006519539,0.0004046961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02511782,"about_ca_system_score_gemma":0.01857471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03750698,"about_ca_topic_score_gemma":0.04999073,"domain_scores_codex":[0.9604441,0.03211168,0.0008243566,0.002302609,0.002139881,0.002177423],"domain_scores_gemma":[0.9541624,0.03790826,0.00172323,0.002748433,0.001686877,0.001770845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007393185,0.00000795315,0.0004435334,0.00008549203,0.00000198107,0.0001805229,0.9699388,0.00001359221,0.0001163056,0.02579647,0.0001878415,0.003219984],"study_design_scores_gemma":[0.000007723394,0.00001333371,0.0004334874,0.0005384157,0.000005130933,0.0001674537,0.9555551,0.0000919404,0.0001356744,0.01952587,0.02351389,0.00001193155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441075,0.02559374,0.05697066,0.07676839,0.0009928901,0.0005943239,0.0001896234,0.0002868043,0.1944961],"genre_scores_gemma":[0.9788607,0.004739264,0.009952169,0.001027085,0.00009405981,0.0002726626,0.00004585718,0.00008074856,0.004927397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586002,"threshold_uncertainty_score":0.2425339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578650444526574,"score_gpt":0.3617797924796827,"score_spread":0.2039147480270254,"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."}}