{"id":"W1601125040","doi":"10.1002/9781405198431.wbeal0040","title":"Assessment and Evaluation: Mixed Methods Research","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Applied Linguistics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimethodology; Computer science; Psychology; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4762647,0.001927342,0.005152689,0.01064267,0.005092367,0.01281489,0.005508901,0.002851757,0.01245211],"category_scores_gemma":[0.4864238,0.001717926,0.003015414,0.01291386,0.005014853,0.006160426,0.006398277,0.002979367,0.002018641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587992,"about_ca_system_score_gemma":0.03628951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004143528,"about_ca_topic_score_gemma":0.005206942,"domain_scores_codex":[0.3200463,0.575198,0.0529901,0.009874051,0.03974264,0.002148885],"domain_scores_gemma":[0.3525847,0.4924302,0.03258153,0.0397882,0.07950201,0.003113196],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001684672,0.002217855,0.008720358,0.07735032,0.002483705,0.0002238276,0.01617551,0.002059213,0.0009118037,0.03800358,0.01089719,0.839272],"study_design_scores_gemma":[0.005872655,0.01388643,0.02716596,0.4304935,0.005581769,0.0007968729,0.05166042,0.02433291,0.01044806,0.1328009,0.2960462,0.0009143063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0369102,0.05820308,0.4181848,0.00840843,0.002015716,0.425461,0.004521266,0.0007790675,0.04551652],"genre_scores_gemma":[0.1341318,0.01358566,0.4051822,0.002842846,0.0005196355,0.4398558,0.0009704116,0.0002745669,0.002636967],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4762647,"threshold_uncertainty_score":0.6458589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2818256688112279,"score_gpt":0.5961989653327529,"score_spread":0.314373296521525,"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."}}