{"id":"W2985846666","doi":"10.4324/9781315716008-21","title":"How Do You Write That in Sign Language?","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Computer science; Sign language; Linguistics; Philosophy; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002194103,0.000197312,0.0002438327,0.0001738593,0.00001892436,0.0000675504,0.0003567863,0.0004117283,0.00608484],"category_scores_gemma":[0.000004899316,0.0001812245,0.00008698805,0.00001794444,0.00002960843,0.0000602869,0.0001042796,0.0004601686,0.003368676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005012379,"about_ca_system_score_gemma":0.00002500426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119315,"about_ca_topic_score_gemma":0.00009926171,"domain_scores_codex":[0.9992074,0.00004503369,0.0001272794,0.000276869,0.0001403284,0.0002030257],"domain_scores_gemma":[0.9986514,0.00007799805,0.00008651599,0.001128293,0.00001548039,0.00004034559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005680565,0.00008476825,0.00373387,0.00004410027,0.0001256196,0.00005626183,0.004140818,3.228376e-7,0.0000536793,0.8039455,0.03979058,0.1479677],"study_design_scores_gemma":[0.0006494343,0.0001155215,0.005639548,0.00014109,0.00002324603,0.000009837512,0.0008877181,0.0000042627,0.0000102212,0.002414758,0.9896914,0.0004130057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001054304,0.001383852,0.00004352057,0.001610586,0.0003128352,0.0003297147,0.000005738997,0.00008564162,0.9951738],"genre_scores_gemma":[0.1314852,0.00008415375,0.00008707183,0.0003027787,0.00008160797,0.00001062994,0.00005656767,0.00004289882,0.8678491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9499008,"threshold_uncertainty_score":0.9974073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282035063458219,"score_gpt":0.3087486248449401,"score_spread":0.2559282742103579,"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."}}