{"id":"W2580917531","doi":"10.1093/deafed/enw077","title":"Working Together—with Families","year":2016,"lang":"en","type":"article","venue":"The Journal of Deaf Studies and Deaf Education","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005955076,0.0008703641,0.0005730265,0.00100457,0.03992538,0.008108336,0.002383283,0.003463062,0.03578646],"category_scores_gemma":[0.01271805,0.0005565558,0.0006434372,0.0008769797,0.007320796,0.01077821,0.01439256,0.009977657,0.004550349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706004,"about_ca_system_score_gemma":0.01416624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009539262,"about_ca_topic_score_gemma":0.01920381,"domain_scores_codex":[0.9930067,0.004093338,0.0001332736,0.0006580047,0.0005145834,0.001594081],"domain_scores_gemma":[0.9866048,0.001391154,0.0008734645,0.000716152,0.001271574,0.009142814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001395791,0.001398464,0.02311186,0.0001588889,0.00007624905,0.005199057,0.510195,0.0001918251,0.001305731,0.03804331,0.224097,0.1960831],"study_design_scores_gemma":[0.00003509456,0.0002099418,0.005447672,0.0004653486,0.00004229503,0.003341406,0.5295817,0.0001756427,0.0005270682,0.01730311,0.4427987,0.00007193612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3365563,0.006891957,0.009579807,0.2634616,0.01172816,0.0004539817,0.0002434728,0.0005386153,0.3705461],"genre_scores_gemma":[0.8373355,0.002762642,0.004783896,0.03097401,0.0009076629,0.0003536405,0.0001371838,0.0001599086,0.1225856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03992538,"threshold_uncertainty_score":0.1197176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094000344404227,"score_gpt":0.3297807797211096,"score_spread":0.2988407762770673,"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."}}