{"id":"W2415507472","doi":"","title":"CAEP 2005 Edmonton: Resident Awards.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":[0.0004463938,0.00008044119,0.000140537,0.0001064528,0.00009196353,0.00003505578,0.00009248076,0.00006537309,0.0003840983],"category_scores_gemma":[0.00006595928,0.0000858948,0.00005894537,0.00009056587,0.00002091832,0.0002315612,0.00002866167,0.0000737956,0.0008305243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131698,"about_ca_system_score_gemma":0.00001112366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009726742,"about_ca_topic_score_gemma":0.00008670599,"domain_scores_codex":[0.9991325,0.000009314932,0.0003268654,0.0002193994,0.0000510205,0.000260865],"domain_scores_gemma":[0.9995478,0.00003289159,0.0001477989,0.000155307,0.00002378104,0.00009235882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009915141,0.0001465322,0.176111,0.00002467096,0.00006743554,0.000002968246,0.0003080989,0.0008871835,0.000006072242,0.4541783,0.124793,0.2433755],"study_design_scores_gemma":[0.0001421168,0.000001771782,0.6064915,0.000001823734,0.000001225852,0.000001103833,0.000003011241,0.0002589566,0.00003752795,0.00896775,0.3840137,0.00007950333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381796,0.007498108,0.0006733706,0.03997843,0.001984039,0.00102176,0.0001820519,0.0001925382,0.3102901],"genre_scores_gemma":[0.9683164,0.00005079484,0.0004635986,0.0006951384,0.0007555013,0.0001528955,0.00002707011,0.00001170764,0.02952691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4452106,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172023945520433,"score_gpt":0.2148685918186959,"score_spread":0.1731483523634915,"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."}}