{"id":"W6992824311","doi":"","title":"Mother writes : writing as therapy for mothers of children with special needs","year":2006,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Special needs; Nature versus nurture; Qualitative research; Social needs; Special section; Special education; Autism; Learning disability","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":[0.001208323,0.0002456012,0.0002281388,0.000311943,0.002486384,0.001807321,0.000434246,0.001023388,0.01326224],"category_scores_gemma":[0.005022675,0.0001542079,0.000153134,0.0002759689,0.0009806079,0.001198172,0.001430144,0.001648915,0.001685346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008727887,"about_ca_system_score_gemma":0.002585218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787243,"about_ca_topic_score_gemma":0.006962055,"domain_scores_codex":[0.9993567,0.0003652598,0.00003207756,0.00004167384,0.0001325878,0.00007172002],"domain_scores_gemma":[0.9984485,0.000841464,0.0001922842,0.00006093854,0.0001225709,0.000334163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001394635,0.0003826702,0.01274494,0.001116017,0.00002016081,0.004073587,0.4164296,0.00007314952,0.002356805,0.01177986,0.2303365,0.3205473],"study_design_scores_gemma":[0.0000742259,0.0004775255,0.02647229,0.001968376,0.00004742726,0.007240174,0.372476,0.000108771,0.002733913,0.003315294,0.5850557,0.00003044372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3904904,0.03448744,0.002689665,0.1391748,0.009799242,0.0002436464,0.0002818805,0.0002969278,0.4225361],"genre_scores_gemma":[0.6307372,0.0309509,0.004501536,0.01587313,0.0009398255,0.0002988137,0.0001441885,0.0001156245,0.3164388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01326224,"threshold_uncertainty_score":0.0443666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941776362068117,"score_gpt":0.3271972770339097,"score_spread":0.3077795134132285,"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."}}