{"id":"W1990463796","doi":"10.1109/chinasip.2014.6889185","title":"Message from Technical Chairs","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering and Test Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pleasure; China; Work (physics); Computer science; Public relations; Telecommunications; Political science; Engineering; Psychology; 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":[0.007044527,0.001535942,0.0009612079,0.001532071,0.004846937,0.007874955,0.001903105,0.01136863,0.1097486],"category_scores_gemma":[0.02855043,0.0008227234,0.001198218,0.001184669,0.001136849,0.004116299,0.003954543,0.01949339,0.1245692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003518334,"about_ca_system_score_gemma":0.007957127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275144,"about_ca_topic_score_gemma":0.004096776,"domain_scores_codex":[0.9939762,0.0009342867,0.0004266275,0.000910617,0.002861846,0.0008904431],"domain_scores_gemma":[0.9729043,0.002257911,0.0007549911,0.0009704721,0.01655499,0.006557315],"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":[0.00001392538,0.000009019316,0.00006286283,0.00002317199,0.000001485405,0.00003088985,0.00002047964,0.00001146399,0.00007762694,0.0005141425,0.9956791,0.003555724],"study_design_scores_gemma":[0.000008719589,0.00001832092,0.0002870738,0.00004967034,0.000004214834,0.00007728721,0.0001487801,0.00004212272,0.000158647,0.0003863554,0.9988052,0.00001364306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006643222,0.00253158,0.001689335,0.5195283,0.4320571,0.0001915534,0.0008514575,0.0007844212,0.04170189],"genre_scores_gemma":[0.009838007,0.003069315,0.001721877,0.471734,0.1077295,0.0006266579,0.00101859,0.0007801546,0.4034817],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1097486,"threshold_uncertainty_score":0.3671458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003358062124026476,"score_gpt":0.1589048667011293,"score_spread":0.1555468045771028,"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."}}