{"id":"W4367857059","doi":"10.14507/er.v30.3735","title":"Review of Duck and cover: Confronting and correcting dubious practices in education","year":2023,"lang":"en","type":"article","venue":"Education Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cover (algebra); Political science; Sociology; History; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01700632,0.0008925382,0.002352641,0.01239145,0.001608734,0.003776502,0.002325187,0.003729289,0.005400217],"category_scores_gemma":[0.07283588,0.0005121837,0.0009278035,0.01096896,0.004226329,0.004946481,0.002866622,0.002859695,0.001575095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00651046,"about_ca_system_score_gemma":0.02126772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728873,"about_ca_topic_score_gemma":0.04552863,"domain_scores_codex":[0.9887192,0.004612129,0.001756009,0.0004798994,0.004097464,0.0003352803],"domain_scores_gemma":[0.9528669,0.02878318,0.003132035,0.001266911,0.01331293,0.0006381398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004880939,0.00002556735,0.0002104098,0.04949681,0.0001648211,0.00007878785,0.0009785993,0.0001525446,0.0001004078,0.02113768,0.3111133,0.6164923],"study_design_scores_gemma":[0.00001422612,0.00003583349,0.001232757,0.08128755,0.0001497283,0.0001554449,0.0003098311,0.00002665236,0.00009465541,0.003174979,0.9135005,0.00001777364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006515528,0.9882672,0.0001370191,0.008060638,0.00153599,0.000028132,0.00005398952,0.0000060477,0.001845706],"genre_scores_gemma":[0.00212656,0.989852,0.0005011059,0.005704592,0.0008788934,0.0000465456,0.00006080065,0.000009757781,0.0008197587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01728873,"threshold_uncertainty_score":0.08993912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07656885864188614,"score_gpt":0.4878901280054475,"score_spread":0.4113212693635613,"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."}}