{"id":"W2012601898","doi":"10.1353/aad.2004.0014","title":"Editorial: The Future of Education of Deaf Children: Implications of Population Projections","year":2004,"lang":"en","type":"editorial","venue":"American annals of the deaf","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population; Demography; Psychology; Sociology","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":[0.0005784102,0.000198171,0.0004863291,0.000186127,0.0001199612,0.000007925438,0.00111776,0.000300987,0.0000228947],"category_scores_gemma":[0.0003297536,0.0001403746,0.0003287035,0.0008249112,0.0004739034,0.00005783653,0.0001281316,0.0005001175,0.000003045431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005099309,"about_ca_system_score_gemma":0.0006442508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119066,"about_ca_topic_score_gemma":0.000213433,"domain_scores_codex":[0.9978174,0.0004368815,0.0008170477,0.0002357088,0.0005086341,0.0001843073],"domain_scores_gemma":[0.9942801,0.0003763077,0.002448031,0.001965857,0.000893454,0.00003625194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007056405,0.0006211624,0.004114561,0.00004806886,0.0002103023,2.735804e-9,0.001015966,0.00001711718,0.0001305444,0.002925896,0.9787339,0.01211191],"study_design_scores_gemma":[0.0003365237,0.000539155,0.420559,0.0002907087,0.0002759526,0.000001670649,0.001136834,9.646764e-7,0.0003858592,0.002773061,0.5734636,0.0002366623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03520292,0.0007781087,0.00003372446,0.003405918,0.9571784,0.001105175,0.000356968,0.00003014592,0.00190861],"genre_scores_gemma":[0.4048675,0.0004143221,0.0001570489,0.00005576806,0.5935662,0.0001283216,0.0004566812,0.00004047168,0.0003136671],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4164444,"threshold_uncertainty_score":0.9946732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969803991343598,"score_gpt":0.3735495626506355,"score_spread":0.3538515227371996,"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."}}