{"id":"W2346211692","doi":"10.1145/2851581.2892303","title":"Bending Blindly","year":2016,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Bending; Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007366897,0.0008992776,0.0005508321,0.0008055316,0.001361296,0.001697191,0.0005746399,0.001386278,0.02392403],"category_scores_gemma":[0.005922922,0.0002788927,0.0006414317,0.0003055309,0.002094107,0.002142658,0.0032043,0.0008908237,0.005774399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887989,"about_ca_system_score_gemma":0.0005736732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414559,"about_ca_topic_score_gemma":0.001289135,"domain_scores_codex":[0.9991774,0.0001687375,0.00005439244,0.000184303,0.0002501973,0.0001648044],"domain_scores_gemma":[0.9984601,0.0004967288,0.0002183646,0.0002519347,0.0003513528,0.0002214717],"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":[0.002325665,0.0002331556,0.01911084,0.001774623,0.00009466168,0.008174804,0.04280412,0.001027283,0.40536,0.02840357,0.021693,0.4689984],"study_design_scores_gemma":[0.0001851077,0.004287815,0.08603292,0.00326528,0.0004840412,0.06605936,0.0544415,0.005565842,0.1658813,0.03996531,0.5727965,0.001035101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879836,0.00435394,0.1380783,0.002566816,0.002071469,0.0003040471,0.0007064898,0.002932964,0.1610025],"genre_scores_gemma":[0.9207755,0.001534116,0.02563043,0.001680748,0.0001440057,0.000124715,0.0001845141,0.0002833719,0.04964267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392403,"threshold_uncertainty_score":0.08003384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07279806879703678,"score_gpt":0.3138547009042725,"score_spread":0.2410566321072358,"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."}}