{"id":"W1525456804","doi":"10.1002/ijop.12024","title":"Learning from parents' stories about what works in early intervention","year":2013,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Family and Disability Support Research","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development; University of British Columbia","funders":"Human Resources and Skills Development Canada","keywords":"Thematic analysis; Psychology; Intervention (counseling); Data collection; Focus group; Ethnography; Qualitative research; Theme (computing); Developmental psychology; Medical education; Sociology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006056657,0.0001216699,0.0002345443,0.0003844262,0.00002508003,0.0002678144,0.0006546137,0.0001854645,0.00951761],"category_scores_gemma":[0.0002303436,0.0001124987,0.0001750267,0.0001291257,0.0001456708,0.001348926,0.00006892077,0.0008320338,0.0007702874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009914151,"about_ca_system_score_gemma":0.00002025804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248037,"about_ca_topic_score_gemma":0.0002073064,"domain_scores_codex":[0.9979064,0.0004170103,0.0007602695,0.0002370863,0.0004132674,0.0002658969],"domain_scores_gemma":[0.9986374,0.0002966047,0.0003438029,0.0001769426,0.0004426313,0.0001026416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005608305,0.0006000899,0.7083594,0.000001926768,0.0002256275,0.0001411989,0.005253075,0.00002310899,0.0003642206,0.0002437028,0.002510527,0.2817163],"study_design_scores_gemma":[0.002221196,0.0004212764,0.9701007,0.0002947095,0.000007363887,0.00007174499,0.01766233,0.0000143086,0.00002437095,0.006356627,0.00272041,0.0001049556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849901,0.001989597,0.001092496,0.00215372,0.007622906,0.00009966928,0.000001828607,0.00001124563,0.002038459],"genre_scores_gemma":[0.9981872,0.000304458,0.0001625797,0.0004471741,0.0005396363,0.00002142768,0.00001714866,0.00001381077,0.0003065725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816114,"threshold_uncertainty_score":0.9913878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716274606246357,"score_gpt":0.4185893734487506,"score_spread":0.371426627386287,"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."}}