{"id":"W4411585843","doi":"10.5840/dap2012/20132611","title":"Canadian Assistantships","year":2012,"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":"Business","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":[0.0005689931,0.0001198481,0.000263991,0.0001309419,0.0003576296,0.000003025914,0.0001504903,0.00005638322,0.001868603],"category_scores_gemma":[0.0001716421,0.0001127826,0.00005355922,0.0003204187,0.0002093598,0.0001884996,0.00001657729,0.0003358107,0.0002594515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000785,"about_ca_system_score_gemma":0.0003834885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1308661,"about_ca_topic_score_gemma":0.01634243,"domain_scores_codex":[0.9983614,0.000420889,0.0002702961,0.0001356446,0.0001875046,0.0006242585],"domain_scores_gemma":[0.9984055,0.0004130158,0.0003365383,0.0002600862,0.00007190089,0.0005129646],"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":[0.00009234989,0.00008715317,0.933355,0.00006889201,0.00007707703,0.000002166703,0.004651271,0.000001373799,0.0008812996,0.005040124,0.03861292,0.01713036],"study_design_scores_gemma":[0.0001973328,0.00005985545,0.2943757,0.00008529058,0.00004604319,8.865597e-7,0.005217682,0.000003337837,0.00007818589,0.0004676066,0.6992494,0.0002186845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.480806,0.0008207752,0.000004968861,0.004934438,0.001566794,0.0001985798,0.00004212808,0.00007009711,0.5115563],"genre_scores_gemma":[0.9961116,0.00003064624,0.0004599725,0.001692622,0.0005534288,0.00001491874,0.000007367115,0.00002766825,0.001101811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6606365,"threshold_uncertainty_score":0.9990438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804138641960866,"score_gpt":0.4275494616960079,"score_spread":0.3495080752763992,"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."}}