{"id":"W4315822383","doi":"10.53841/bpsdeb.2006.1.117.11","title":"Three-year training: A coherent view from inside the profession","year":2006,"lang":"en","type":"article","venue":"DECP Debate","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Medicine; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004076555,0.0001362556,0.0001461236,0.0000497904,0.0002062781,0.00004015234,0.0001936252,0.00009076624,0.004560958],"category_scores_gemma":[0.00001053349,0.00008724023,0.00004944812,0.0001294143,0.00004554733,0.00005222964,0.0000345109,0.0001819233,0.002253596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002902021,"about_ca_system_score_gemma":0.00004037887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002916293,"about_ca_topic_score_gemma":0.0009190362,"domain_scores_codex":[0.9988801,0.0001080281,0.0002739119,0.0002269606,0.0002504551,0.0002604685],"domain_scores_gemma":[0.9994345,0.00009359998,0.0001092473,0.0002911208,0.00003717461,0.00003438835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004375614,0.0003163906,0.1724092,0.00002666682,0.0002315687,0.00005212667,0.05819196,0.00005637992,0.001228964,0.0147415,0.2112414,0.5410663],"study_design_scores_gemma":[0.001022941,0.00004370845,0.7791423,0.00006499257,0.00003179522,0.000003888265,0.00103613,0.0005902756,0.0001255916,0.00724331,0.2104879,0.0002071512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663037,0.0004066021,0.0003945201,0.0008669575,0.0006477195,0.0003841316,0.000005053484,0.00007996524,0.03091135],"genre_scores_gemma":[0.9956421,0.000008036592,0.0002491203,0.0004645642,0.0004340985,0.0001224382,0.0001262802,0.0000222482,0.002931103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067331,"threshold_uncertainty_score":0.9985232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644623243684377,"score_gpt":0.3361832050003967,"score_spread":0.2597369725635529,"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."}}