{"id":"W3116060693","doi":"10.4325/seikeikakou.26.141","title":"A Quarter Century from Stereolithography to Additive Manufacturing","year":2014,"lang":"en","type":"article","venue":"Seikei-Kakou","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stereolithography; Materials science; Quarter (Canadian coin); Manufacturing engineering; Nanotechnology; Engineering drawing; Composite material; Engineering; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001133298,0.0003522984,0.0003116126,0.0002810234,0.0001221281,0.000088074,0.0004148037,0.000172251,0.0002396449],"category_scores_gemma":[0.00005088323,0.0003398263,0.0001365015,0.0001412376,0.00006878101,0.000125576,0.0001620606,0.0003893102,0.0005909445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125594,"about_ca_system_score_gemma":0.000004640859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006969054,"about_ca_topic_score_gemma":0.00001850307,"domain_scores_codex":[0.99849,0.00004500003,0.000260813,0.0004374714,0.000201979,0.0005647659],"domain_scores_gemma":[0.9989884,0.0001873567,0.00004319021,0.0006023218,0.00002615338,0.0001525329],"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":[0.00005468763,0.00007575977,0.00101803,0.0001149399,0.0004484252,0.000039226,0.002748482,0.00152753,0.003155223,0.001518204,0.04963433,0.9396651],"study_design_scores_gemma":[0.0005378848,0.0001352403,0.05540533,0.0001972856,0.00004600149,0.000005998484,0.0008559476,0.001358883,0.4424563,0.007198846,0.4907522,0.001050041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941524,0.0001032708,0.03670072,0.0002786028,0.0009098575,0.0002693746,0.0001855301,0.003438899,0.01658973],"genre_scores_gemma":[0.9930369,0.00002986531,0.006081654,0.0002732905,0.0003111782,0.00005663101,0.00006061244,0.00006695979,0.0000829207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9386151,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005760717690979752,"score_gpt":0.1889276176430074,"score_spread":0.1831668999520276,"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."}}