{"id":"W7033915635","doi":"","title":"Sign Language Handshapes, Similarly to Speech Sounds, Exploit Biomechanical Endpoints","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploit; Articulator; Variable (mathematics); Sign language; Articulation (sociology); Sign (mathematics); Point (geometry); Manner of articulation; Thumb","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008415538,0.0005861064,0.0004070606,0.002307692,0.0006268313,0.001450143,0.00035196,0.0005869147,0.00644633],"category_scores_gemma":[0.00319794,0.0002493778,0.0005188445,0.00163359,0.001077773,0.002106444,0.001383243,0.0004826052,0.002808597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527237,"about_ca_system_score_gemma":0.0004845663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838721,"about_ca_topic_score_gemma":0.004621437,"domain_scores_codex":[0.9991754,0.0001767811,0.000106527,0.0002398603,0.0002272047,0.0000742228],"domain_scores_gemma":[0.9970617,0.001088645,0.0005033539,0.0005707818,0.000634909,0.0001405843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006031151,0.00009533947,0.1229976,0.002101223,0.0001349118,0.00200167,0.008271985,0.002971652,0.2812059,0.01110823,0.00370839,0.5648],"study_design_scores_gemma":[0.00003390615,0.0005198169,0.7421616,0.000719059,0.0001719507,0.008781215,0.006501314,0.01121422,0.08119885,0.02088482,0.1273828,0.0004304061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258162,0.002232893,0.1198839,0.0001388082,0.0001047168,0.0002549302,0.01176285,0.001792629,0.03801303],"genre_scores_gemma":[0.8937386,0.0009509628,0.07937242,0.00009433764,0.00002662073,0.0003718578,0.01000953,0.000389557,0.01504611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00644633,"threshold_uncertainty_score":0.02156514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602356070733159,"score_gpt":0.3253408526506597,"score_spread":0.279317291943328,"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."}}