{"id":"W4245412454","doi":"10.7202/1065630ar","title":"Contributors","year":2009,"lang":"en","type":"article","venue":"Ontario History","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001122882,0.0007710841,0.0005946165,0.004439696,0.005618806,0.005237555,0.001428363,0.001496845,0.7931851],"category_scores_gemma":[0.007438818,0.0004708761,0.0003564267,0.003396969,0.0009688483,0.001643471,0.002401112,0.001414604,0.5585607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030141,"about_ca_system_score_gemma":0.01766654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2200124,"about_ca_topic_score_gemma":0.428615,"domain_scores_codex":[0.9984705,0.0001094373,0.00003387522,0.0001798093,0.0009531373,0.0002531123],"domain_scores_gemma":[0.9945927,0.0003491643,0.0001548287,0.0003747338,0.003394387,0.001134173],"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":[0.00001446834,0.000006972185,0.0002151435,0.00003902861,7.922262e-7,0.00002763634,0.0001141717,0.00001087013,0.00004062345,0.003346855,0.9801918,0.01599166],"study_design_scores_gemma":[0.00000157378,0.000001024697,0.0002093312,0.00002446983,6.839231e-7,0.00001177081,0.000108272,0.000007658426,0.00001929977,0.0002060715,0.999408,0.000001819245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005849463,0.0007757687,0.0004241133,0.005195339,0.003630771,0.0002249398,0.006402387,0.0006352921,0.9821265],"genre_scores_gemma":[0.0007182958,0.0002240875,0.0001186808,0.0003684569,0.0001329737,0.00003203472,0.0008419139,0.0001143297,0.9974492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2200124,"threshold_uncertainty_score":0.4374636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575441233744847,"score_gpt":0.1940960404544043,"score_spread":0.1783416281169558,"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."}}