{"id":"W7132045215","doi":"","title":"Hands-free interfaces: the myths, challenges, and opportunities of speech-based interaction","year":2011,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Usability; Modality (human–computer interaction); Multimodal interaction; Work (physics); User interface; Interaction design","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":[0.01651166,0.000892312,0.0007851977,0.002112271,0.002988441,0.01727472,0.002592347,0.006333112,0.007241054],"category_scores_gemma":[0.02380972,0.0007626427,0.0005828692,0.001375393,0.03985396,0.03466247,0.007081187,0.008162624,0.002316456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554465,"about_ca_system_score_gemma":0.003056012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724976,"about_ca_topic_score_gemma":0.001999937,"domain_scores_codex":[0.9874182,0.006694126,0.0005089479,0.0009488704,0.00396776,0.000462163],"domain_scores_gemma":[0.9671021,0.02672684,0.0005791159,0.002474255,0.002476727,0.0006410126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006699171,0.00007537311,0.0006438083,0.0006546154,0.00002140167,0.0001148301,0.02115015,0.0007963,0.0008169679,0.7896325,0.0103767,0.1756503],"study_design_scores_gemma":[0.00002300489,0.00006905086,0.0008701398,0.001332933,0.00002279972,0.0006666206,0.01308172,0.00348086,0.001373966,0.8533103,0.1256963,0.00007227081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0325785,0.1083454,0.2064667,0.3036572,0.002562778,0.0001017078,0.0001701532,0.0007821102,0.3453355],"genre_scores_gemma":[0.747955,0.08728708,0.07046524,0.02328651,0.003246236,0.0006690498,0.0001371967,0.0007352456,0.06621844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01727472,"threshold_uncertainty_score":0.08732307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288905657337711,"score_gpt":0.2744719179644823,"score_spread":0.1455813522307113,"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."}}