{"id":"W4254509777","doi":"10.1115/1.2509391","title":"Editorial","year":2007,"lang":"en","type":"editorial","venue":"Journal of Manufacturing Science and Engineering","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Editorial board; Commonwealth; Library science; Engineering; Management; Political science; Computer science; Law","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":[0.004162507,0.002002589,0.001547813,0.003078009,0.002759178,0.008663969,0.002562211,0.00540895,0.1963825],"category_scores_gemma":[0.03156016,0.0006126647,0.001528969,0.001452664,0.001359194,0.003945253,0.001990554,0.0072633,0.1471183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819629,"about_ca_system_score_gemma":0.004347929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008188202,"about_ca_topic_score_gemma":0.001466223,"domain_scores_codex":[0.9944253,0.0005765635,0.0005183918,0.0009914938,0.003063366,0.0004249291],"domain_scores_gemma":[0.9710566,0.003338688,0.001631248,0.001870031,0.01693538,0.005167892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001182402,0.000006677658,0.00003431091,0.00007075755,0.00000261567,0.00004405145,0.000009321775,0.000007293721,0.00003289964,0.0002820712,0.9888127,0.01068535],"study_design_scores_gemma":[0.000009536472,0.00001287094,0.0001075635,0.0001328878,0.00000491079,0.0001472487,0.00003563147,0.00002172865,0.00005339168,0.0004163872,0.9990522,0.00000564067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000864737,0.003829453,0.0002699677,0.02922142,0.9426968,0.00005179719,0.0002342753,0.0002900151,0.02331975],"genre_scores_gemma":[0.001718314,0.007235049,0.0005281199,0.03212246,0.8100492,0.00008140591,0.0005943726,0.0003247269,0.1473464],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1963825,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003968860885158869,"score_gpt":0.2073291209541553,"score_spread":0.2033602600689965,"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."}}