{"id":"W2262775385","doi":"10.13034/cysj-2014-016","title":"“Assessment of Online Research Co-op Course” Research Report","year":2014,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Council of Ministers of Education","funders":"","keywords":"Course (navigation); Medical education; Psychology; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01519823,0.00006952358,0.000255056,0.00112956,0.0003579016,0.0000485494,0.0009729238,0.0001191886,0.00006684053],"category_scores_gemma":[0.0007405381,0.00005090261,0.00002682364,0.001595157,0.003939341,0.0001187042,0.0002457502,0.0008140752,0.000005086149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107445,"about_ca_system_score_gemma":0.0009130307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005383316,"about_ca_topic_score_gemma":0.00001512143,"domain_scores_codex":[0.9969321,0.0001707118,0.0005455948,0.0002565917,0.001647598,0.0004473551],"domain_scores_gemma":[0.9957536,0.000432331,0.0003221704,0.0003739447,0.00302941,0.00008851846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001534618,0.0009650838,0.727129,0.00001584681,0.00005429187,0.0001412836,0.0004116913,0.000002812383,0.00672818,0.2508965,0.007817846,0.005822076],"study_design_scores_gemma":[0.0002828335,0.001499647,0.9510639,0.00003907881,0.000008180637,0.0008238393,0.02196998,0.000006185623,0.0002869299,0.01402979,0.009935298,0.00005428237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656702,0.0004667348,0.00003147659,0.01529726,0.0004279615,0.0001066138,0.000001392322,0.000008998118,0.01798941],"genre_scores_gemma":[0.9982981,0.0001558422,0.0009149397,0.0000271711,0.0001328454,0.000006459155,4.925623e-7,0.000004257913,0.0004599057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368667,"threshold_uncertainty_score":0.9987714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184191681933252,"score_gpt":0.6188293623397186,"score_spread":0.4004101941463934,"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."}}