{"id":"W2137748231","doi":"10.3109/0142159x.2014.889812","title":"Unfulfilled promise, untapped potential: Feedback at the crossroads","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Credibility; Context (archaeology); Perception; Process (computing); Computer science; Key (lock); Psychology; Cognitive psychology; Political science; Computer security","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":[0.001890594,0.0001830664,0.0002953332,0.0000729372,0.0002693147,0.00002747914,0.0002973845,0.0003272571,0.02875319],"category_scores_gemma":[0.005869583,0.0001082388,0.0001101838,0.000451299,0.0006575998,0.00004371311,0.0001420043,0.0008373207,0.001273099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005527,"about_ca_system_score_gemma":0.0002511105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576509,"about_ca_topic_score_gemma":0.00001011225,"domain_scores_codex":[0.9971967,0.0001856131,0.0004746803,0.0003448941,0.001390609,0.0004074571],"domain_scores_gemma":[0.9987462,0.00004541087,0.0001061534,0.0006755288,0.0001706496,0.0002560898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002080873,0.0007801529,0.02741624,0.0001056994,0.0001327613,0.00002393715,0.0009156267,0.000002579743,0.0005773999,0.001417724,0.8066753,0.1617445],"study_design_scores_gemma":[0.004766169,0.0002156533,0.03976521,0.0001830201,0.0001723928,0.0002692434,0.0003874784,0.02397087,0.0003231406,0.0006558437,0.9289984,0.0002926305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849555,0.000105545,0.001771221,0.07366386,0.001040029,0.0005052221,4.504915e-7,0.0001550282,0.03780312],"genre_scores_gemma":[0.9024086,0.00001613957,0.0004316538,0.008646261,0.001823433,0.0001116701,0.00009962096,0.00004731252,0.08641532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1614519,"threshold_uncertainty_score":0.9995045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043047949702719,"score_gpt":0.3044193401554214,"score_spread":0.2939888606583942,"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."}}