{"id":"W3171055425","doi":"10.4307/jsee.63.3_80","title":"Development and Implementation of a Safety Consideration NC Machine Tool for Practical Education","year":2015,"lang":"en","type":"article","venue":"Journal of JSEE","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Computer science; Risk analysis (engineering); Industrial engineering; Engineering; Engineering management; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00161914,0.0006175169,0.0003448586,0.0007175194,0.0003543791,0.0006198626,0.002605997,0.001099961,0.0075694],"category_scores_gemma":[0.004270405,0.0002899938,0.0004296401,0.0002720503,0.0003889713,0.0009688547,0.001042343,0.0009698421,0.002259496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111022,"about_ca_system_score_gemma":0.002863057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107601,"about_ca_topic_score_gemma":0.00113401,"domain_scores_codex":[0.9986598,0.0001712375,0.0001087972,0.000193162,0.0007470658,0.0001198911],"domain_scores_gemma":[0.9969639,0.0006116562,0.0001946222,0.0005498801,0.001300396,0.0003794164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002425899,0.002307781,0.004361388,0.0008865566,0.00002765612,0.0007419158,0.001206045,0.016058,0.2755023,0.009705497,0.005317818,0.6836425],"study_design_scores_gemma":[0.000402782,0.009543257,0.02071223,0.0005926675,0.0001369429,0.002891865,0.0009912504,0.2543359,0.3747827,0.004909967,0.3304596,0.0002408053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07014861,0.00009486712,0.9054496,0.0002555981,0.0001945914,0.002073729,0.0001367419,0.007537663,0.01410855],"genre_scores_gemma":[0.1331395,0.00008319627,0.8563886,0.00007950463,0.00002073152,0.0006956584,0.0002566847,0.0002524205,0.009083789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0075694,"threshold_uncertainty_score":0.0253222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04294233421429493,"score_gpt":0.3587108034715873,"score_spread":0.3157684692572924,"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."}}