{"id":"W2165817306","doi":"10.22230/src.2014v5n2a155","title":"Touch Here to Begin: Paper Interfaces and Legible Circuits","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interfacing; Computer science; TRACE (psycholinguistics); Electronic circuit; Multimedia; World Wide Web; Human–computer interaction; Computer graphics (images); Computer hardware; Electrical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003233118,0.00006899468,0.00008630545,0.0001767781,0.0008721405,0.002522537,0.001069919,0.00005934194,0.00002437195],"category_scores_gemma":[0.0007978255,0.00006193651,0.00001015615,0.0004452158,0.0001028656,0.002976721,0.001093675,0.0007493375,0.0001201336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002864227,"about_ca_system_score_gemma":0.00005553741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620562,"about_ca_topic_score_gemma":0.00008472239,"domain_scores_codex":[0.998138,0.0009066183,0.0001249185,0.0002593125,0.0003354318,0.0002357889],"domain_scores_gemma":[0.9982651,0.000334805,0.00002811676,0.000785952,0.0003978866,0.0001881257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001181413,0.000127789,0.009932674,0.00005492874,0.00001992541,5.473709e-7,0.01752662,0.00001723463,0.01333205,0.3507255,0.005731971,0.6025189],"study_design_scores_gemma":[0.0008334356,0.0007368977,0.135427,0.0003575951,0.000005370544,0.00002885183,0.0155525,0.004111098,0.004195489,0.02518914,0.8130368,0.0005258261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7653242,0.002336143,0.006868593,0.1013975,0.0001746062,0.0005169871,5.967611e-7,0.0001452451,0.1232361],"genre_scores_gemma":[0.9929407,0.0006304425,0.004366027,0.0004202079,0.00002812313,0.00002827462,0.000002404072,0.000006039284,0.001577757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8073049,"threshold_uncertainty_score":0.9985129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06676356524575391,"score_gpt":0.3678690005473063,"score_spread":0.3011054353015524,"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."}}