{"id":"W2753682569","doi":"","title":"I ought-to learn a language, but it’s not ideal: Motivation in learners of German","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"German; Ideal (ethics); Psychology; Mathematics education; Linguistics; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002812416,0.0001475821,0.0002064609,0.0005583721,0.002689437,0.00445594,0.0003776455,0.0005448457,0.001874212],"category_scores_gemma":[0.003586357,0.0001623235,0.0002114386,0.0004070928,0.0033757,0.001497415,0.0016847,0.001333309,0.0002266078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003622279,"about_ca_system_score_gemma":0.003730841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03631274,"about_ca_topic_score_gemma":0.08605058,"domain_scores_codex":[0.998973,0.0004477822,0.00002840157,0.00008141972,0.0002167985,0.0002526128],"domain_scores_gemma":[0.9984155,0.0005836952,0.0002531048,0.00004045621,0.0002183418,0.0004889554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001010313,0.0004768567,0.2611819,0.000187355,0.00004104335,0.0005006125,0.6645212,0.0001182095,0.001762408,0.01853567,0.006959703,0.04561409],"study_design_scores_gemma":[0.00001749208,0.0001234732,0.2072434,0.0001838671,0.00002707775,0.0002195483,0.7662937,0.0005414253,0.000882465,0.003494208,0.02092386,0.00004947997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9910965,0.0001473332,0.000144509,0.001681559,0.00001412136,0.00001183542,0.00001692874,0.000003198044,0.006884048],"genre_scores_gemma":[0.9980229,0.0001150841,0.00009930913,0.0002021757,0.000002478911,0.000008989428,0.00001034784,0.00000335554,0.001535327],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03631274,"threshold_uncertainty_score":0.0722028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437534198017938,"score_gpt":0.2895537042695462,"score_spread":0.2451783622893668,"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."}}