{"id":"W2222719989","doi":"","title":"Toronto University의 MPML, imLEG 등","year":2007,"lang":"ko","type":"article","venue":"기계저널","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169581,0.001814181,0.0009943263,0.003726259,0.002647094,0.01091351,0.002360694,0.002006278,0.2250897],"category_scores_gemma":[0.01156419,0.00186454,0.0007889828,0.007612682,0.002275919,0.004812636,0.002240744,0.002428999,0.1200537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555386,"about_ca_system_score_gemma":0.01577744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6212432,"about_ca_topic_score_gemma":0.501325,"domain_scores_codex":[0.9984698,0.000251666,0.0001640892,0.0002857207,0.000709212,0.0001195426],"domain_scores_gemma":[0.9939277,0.001721043,0.0003160548,0.001561061,0.001736416,0.0007377882],"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":[0.0000848331,0.00001945945,0.0004161304,0.0004015577,0.00001818925,0.00007446179,0.0003236551,0.002366504,0.0009190635,0.03594326,0.8609824,0.09845067],"study_design_scores_gemma":[0.00003064781,0.0000090475,0.000807931,0.0001585334,0.00002283816,0.00005306675,0.0001512736,0.006416966,0.002524141,0.009339263,0.9804496,0.00003663804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005241229,0.003970755,0.148106,0.02649929,0.002186299,0.0003708376,0.2104312,0.1506191,0.4525752],"genre_scores_gemma":[0.06471661,0.009247025,0.1500455,0.001720226,0.0009420364,0.0005259631,0.1624901,0.03341263,0.5768998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6212432,"threshold_uncertainty_score":0.7619747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07523947310749124,"score_gpt":0.3644352493879545,"score_spread":0.2891957762804632,"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."}}