{"id":"W2464260208","doi":"10.18280/mmep.030204","title":"The Design and Research of a Creative Automatic Bouncing Socket","year":2016,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human–computer interaction; Computer science; Engineering; Engineering drawing","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":[],"consensus_categories":[],"category_scores_codex":[0.001282495,0.00008558803,0.0001385778,0.0000517423,0.000105013,0.0001368833,0.0001908859,0.00003117518,7.798022e-7],"category_scores_gemma":[0.0002394672,0.00004301889,0.00001792314,0.0001234343,0.000103126,0.0001840878,0.0001262635,0.00007805449,0.000005372023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000127731,"about_ca_system_score_gemma":0.00001682782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001940425,"about_ca_topic_score_gemma":4.406673e-8,"domain_scores_codex":[0.999106,0.0000366233,0.0001979631,0.0001604457,0.0002452532,0.0002536393],"domain_scores_gemma":[0.9978094,0.001841312,0.00002495612,0.0001756336,0.00006256328,0.00008616179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000667979,0.00007302476,0.00001132401,0.0009795923,0.00006430365,0.000003657271,0.009755033,0.03789479,0.005089893,0.8470204,0.00007250599,0.09902874],"study_design_scores_gemma":[0.00007755119,0.00007814115,0.000003883526,0.000442856,0.000002123936,0.000006354952,0.0000166829,0.8355394,0.001086901,0.1626022,0.0000867397,0.00005714839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03570669,0.0001883734,0.9632832,0.0003691598,0.00002271655,0.000157239,2.42867e-7,0.00006955783,0.0002028594],"genre_scores_gemma":[0.8791731,0.00008297319,0.1205391,0.000002578278,0.00001197997,0.00003023565,3.066135e-8,0.000009028657,0.0001509682],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8434664,"threshold_uncertainty_score":0.1754259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09417563616766428,"score_gpt":0.2950198818753507,"score_spread":0.2008442457076864,"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."}}