{"id":"W2039832236","doi":"10.1353/aad.0.0004","title":"Identification and Placement for Deaf Students With Multiple Disabilities: Choosing the Path Less Followed","year":2008,"lang":"en","type":"article","venue":"American annals of the deaf","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Autism; Quarter (Canadian coin); Identification (biology); Population; Multiple disabilities; Special education; Hearing loss; Incidence (geometry); Deaf education; Sign language; Clinical psychology; Developmental psychology; Audiology; Mathematics education; Medicine","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":[0.0004539753,0.00009669414,0.0001535443,0.00002419544,0.0003041393,0.00002418838,0.0004560166,0.00001853351,0.000006606263],"category_scores_gemma":[0.0001076476,0.00005691918,0.00006331791,0.0001425628,0.0004990446,0.00005167199,0.00009485292,0.00007472237,0.000003674026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001567424,"about_ca_system_score_gemma":0.00001909414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005639512,"about_ca_topic_score_gemma":0.00007316519,"domain_scores_codex":[0.9990152,0.0001994752,0.0002248223,0.0001697403,0.0002057439,0.0001849819],"domain_scores_gemma":[0.9985271,0.0003868337,0.0002372788,0.0007440796,0.000069655,0.00003504949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005996843,0.0006022439,0.9551954,0.00002493521,0.0002623128,2.971502e-7,0.02432503,0.00004882385,0.0007858665,0.0006036086,0.00385717,0.01369459],"study_design_scores_gemma":[0.0007515901,0.0003380221,0.9786894,0.00003981239,0.00003457178,0.000006293839,0.01665856,0.0001830167,0.0008312291,0.0001026138,0.002246388,0.0001184922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955525,0.0001044571,0.0006937031,0.002703754,0.00007739748,0.0006306174,0.0000118182,0.00001931605,0.0002064481],"genre_scores_gemma":[0.9981263,0.00005521455,0.0001276355,0.0004884666,0.00002363032,0.0001779358,0.000005149065,0.00001463787,0.0009810354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349397,"threshold_uncertainty_score":0.2339225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08802663938965262,"score_gpt":0.3785688340130265,"score_spread":0.2905421946233739,"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."}}