{"id":"W4411585837","doi":"10.5840/dap2014/20152711","title":"Canadian Assistantships","year":2014,"lang":"en","type":"article","venue":"Directory of American Philosophers","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005932124,0.0001202708,0.0002961162,0.0001347362,0.0003757184,0.000004506053,0.0001896283,0.00005504146,0.001105034],"category_scores_gemma":[0.0003177444,0.0001140051,0.00005362276,0.0002962987,0.0002382892,0.00008336599,0.00001545801,0.0003291229,0.0001867267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054632,"about_ca_system_score_gemma":0.0003779551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.152833,"about_ca_topic_score_gemma":0.0476373,"domain_scores_codex":[0.9983147,0.000591893,0.000285135,0.0002043107,0.0001884274,0.0004155651],"domain_scores_gemma":[0.9982901,0.0006172584,0.0003588092,0.0003107915,0.0000940121,0.0003290242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003522789,0.0001495904,0.6906428,0.0002809009,0.0002049292,0.000009010176,0.006100124,0.00002677304,0.003161578,0.03320354,0.1108159,0.1550526],"study_design_scores_gemma":[0.000297189,0.000146688,0.1090634,0.0001254657,0.00003876044,5.4175e-7,0.002084398,0.0000517929,0.00006043529,0.003051783,0.8848429,0.0002367201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3050931,0.0001354046,0.00002585647,0.009198972,0.0009892723,0.0001850276,0.00002724758,0.00008546101,0.6842597],"genre_scores_gemma":[0.9954256,0.00001637192,0.0005268824,0.002478072,0.0003361074,0.00001218117,0.00000694496,0.00002723706,0.001170556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7740269,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0498294387705729,"score_gpt":0.4021585976920578,"score_spread":0.3523291589214849,"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."}}