{"id":"W6992951848","doi":"","title":"Motivation, performance and mixed methods – a perfect/possible mix?","year":2008,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Set (abstract data type); Term (time); Work (physics); Quality (philosophy); Perspective (graphical)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4180307,0.001506149,0.005350932,0.004377989,0.003209762,0.01655508,0.004064146,0.009307713,0.01322938],"category_scores_gemma":[0.5058128,0.002367453,0.003070466,0.003648855,0.0130472,0.02364657,0.009376973,0.006574837,0.001818646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003830381,"about_ca_system_score_gemma":0.006475786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021297,"about_ca_topic_score_gemma":0.004353855,"domain_scores_codex":[0.5414846,0.3911938,0.01913102,0.01043072,0.03475083,0.003009065],"domain_scores_gemma":[0.2591006,0.6731476,0.02158908,0.02495857,0.01598429,0.005219911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002629344,0.0008171124,0.06010851,0.007318621,0.004373443,0.0001900621,0.004913935,0.001405189,0.0003725533,0.2150037,0.02053542,0.6823322],"study_design_scores_gemma":[0.001110686,0.003141542,0.05283139,0.01811874,0.002228502,0.0009287842,0.006783777,0.02371486,0.001048449,0.8475955,0.04167527,0.0008224485],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08301771,0.136193,0.430332,0.2923634,0.01496893,0.002127355,0.001099622,0.0007785144,0.03911938],"genre_scores_gemma":[0.6420363,0.01997166,0.2683253,0.04211374,0.01116982,0.006786766,0.0004485494,0.0005651521,0.008582717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4180307,"threshold_uncertainty_score":0.7176718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729720323895324,"score_gpt":0.3696704252413115,"score_spread":0.3123732220023583,"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."}}