{"id":"W4245430175","doi":"10.1162/coli_r_00117","title":"Publications Received","year":2012,"lang":"en","type":"article","venue":"Computational Linguistics","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001659991,0.001847796,0.001941533,0.004787868,0.002231171,0.01697478,0.002450981,0.003373503,0.804917],"category_scores_gemma":[0.009736205,0.0007975256,0.001286432,0.006438709,0.0009579335,0.00797632,0.004550051,0.003489423,0.8368673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228146,"about_ca_system_score_gemma":0.003943578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605053,"about_ca_topic_score_gemma":0.002711537,"domain_scores_codex":[0.9962302,0.0003041282,0.0003180092,0.0007400173,0.002099652,0.000307902],"domain_scores_gemma":[0.9931379,0.0005668585,0.0003459083,0.0009753671,0.003715839,0.001258079],"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":[0.00002402897,0.00002707058,0.0001176682,0.0003821882,0.000007060631,0.0000727725,0.00005024279,0.00004646934,0.0002015979,0.004420797,0.9026265,0.0920236],"study_design_scores_gemma":[0.000003501218,0.000008315246,0.000115864,0.0001187116,0.000002214477,0.00006833262,0.00002747377,0.00001271645,0.00004625266,0.000744416,0.9988471,0.000005133316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004713555,0.009190298,0.001374382,0.006729559,0.02329502,0.0002183599,0.008739651,0.002478397,0.947503],"genre_scores_gemma":[0.001472327,0.005699288,0.0008799399,0.002443935,0.002852716,0.00008540093,0.006647239,0.00101838,0.9789008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.195083,"threshold_uncertainty_score":0.2782622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609064291162508,"score_gpt":0.3010136732916446,"score_spread":0.2549230303800195,"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."}}