{"id":"W7055440521","doi":"","title":"Choice and voice in middle school: cultivating agency for well-being","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Agency (philosophy); Autonomy; Competence (human resources); Creativity; The arts; Sense of agency; Moral agency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009386118,0.000184126,0.0003053834,0.0001299575,0.0001774601,0.00001511534,0.000167423,0.0001140805,0.00005824096],"category_scores_gemma":[0.00001875297,0.000248476,0.0001022045,0.0001336951,0.00003050844,0.0002818743,0.00003146877,0.0002571224,0.00002155992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006037445,"about_ca_system_score_gemma":0.00008337075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467724,"about_ca_topic_score_gemma":0.03061434,"domain_scores_codex":[0.9992166,0.00002349246,0.0001086617,0.0003093166,0.0001283253,0.000213654],"domain_scores_gemma":[0.9993328,0.0001030776,0.0002438553,0.000155834,0.0001115404,0.00005282252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003762645,0.0002399831,0.9326096,0.002349358,0.0004047992,0.000009998115,0.005883078,0.0004480905,0.00296938,0.02013071,0.002520635,0.03205813],"study_design_scores_gemma":[0.006931188,0.000355891,0.6394573,0.00323658,0.000465784,7.366373e-7,0.2630549,0.002410851,0.001677636,0.01842505,0.06206222,0.001921921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014696,0.0001291447,0.002748249,0.00005746662,0.000271521,0.0005209744,0.00008278032,0.00001707895,0.0947032],"genre_scores_gemma":[0.9818381,0.00003047488,0.003533187,0.000007996825,0.0003100196,0.000002353076,0.0005472553,0.00004003034,0.01369057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2931523,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193820514423321,"score_gpt":0.232151607699435,"score_spread":0.2202134025552018,"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."}}