{"id":"W2138159128","doi":"10.3109/0142159x.2011.551558","title":"Research in assessment: Consensus statement and recommendations from the Ottawa 2010 Conference","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underpinning; Position statement; Engineering ethics; Medical research; Statement (logic); Position (finance); Position paper; Educational research; Management science; Sociology; Psychology; Computer science; Epistemology; Medicine; Social 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":[0.005125367,0.00008549629,0.0001547391,0.0001118063,0.0001205683,0.00001654894,0.000160719,0.0001521969,0.01796912],"category_scores_gemma":[0.002033558,0.00005645044,0.00001520308,0.0003963862,0.0005961754,0.00003380473,0.00008715886,0.001441004,0.00006315634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300883,"about_ca_system_score_gemma":0.0005405493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854723,"about_ca_topic_score_gemma":0.000281526,"domain_scores_codex":[0.9977725,0.0004696038,0.0004382507,0.000245185,0.0008079507,0.0002665645],"domain_scores_gemma":[0.9990246,0.0002401671,0.00005561212,0.0003364121,0.0002010075,0.0001422547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003762046,0.0009852294,0.3605252,0.00002593323,0.00006197229,0.0000454235,0.006421059,2.299015e-8,0.00003051663,0.01277256,0.4540304,0.1650641],"study_design_scores_gemma":[0.0029512,0.0002426472,0.7462888,0.000634279,0.00004781364,0.00003273337,0.01947883,0.008204466,0.00003710383,0.0109232,0.2109539,0.0002050261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802528,0.0001064248,0.000489035,0.1780167,0.0004913743,0.0004459651,0.000003604615,0.0000290777,0.04016495],"genre_scores_gemma":[0.9908047,0.00009586754,0.004935328,0.001681624,0.0002148873,0.0001116332,0.00008467711,0.00001247598,0.002058855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3857636,"threshold_uncertainty_score":0.9829286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.205745111786492,"score_gpt":0.4746232299791097,"score_spread":0.2688781181926176,"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."}}