{"id":"W4401342007","doi":"10.1177/10664807241264807","title":"Fostering Inclusivity for Clients with Disabilities: Universal Design in Family Therapy","year":2024,"lang":"en","type":"article","venue":"The Family Journal","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Universal design; Psychology; Family therapy; Learning disability; Inclusion (mineral); Representation (politics); Quarter (Canadian coin); Developmental psychology; Psychotherapist; Social psychology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002669056,0.00008042157,0.0001024602,0.00009057751,0.0005990258,0.0002465404,0.0002578745,0.0000574224,0.00001757466],"category_scores_gemma":[0.00008816366,0.00005006415,0.00004008919,0.0003204422,0.0001819697,0.0003675907,0.00004541898,0.000296447,0.000005171044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955604,"about_ca_system_score_gemma":0.0006052178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246792,"about_ca_topic_score_gemma":0.0004936449,"domain_scores_codex":[0.9987144,0.0003757751,0.000185172,0.000119073,0.0003194594,0.0002860774],"domain_scores_gemma":[0.9990205,0.0006643065,0.00004344587,0.00008303816,0.0001195198,0.00006919628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008158264,0.0001565114,0.001916498,0.00007493935,0.0001102038,0.00004566191,0.3276401,0.0002201508,0.001131489,0.09197993,0.005548351,0.5703603],"study_design_scores_gemma":[0.001649289,0.0007072827,0.008317216,0.0004840939,0.00001188673,0.0000169174,0.6266597,0.0009025367,0.00004588316,0.04861411,0.3122431,0.0003480141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454799,0.001836477,0.0141001,0.02926249,0.0008908106,0.0005566017,0.000006448586,0.00007055582,0.007796576],"genre_scores_gemma":[0.9965531,0.001584456,0.0003488472,0.0008763936,0.0003498182,0.00001198645,4.229072e-7,0.00001213194,0.000262858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5700123,"threshold_uncertainty_score":0.4607283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2369676231866436,"score_gpt":0.4125664116576889,"score_spread":0.1755987884710453,"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."}}