{"id":"W2948974888","doi":"","title":"Traversing Threshold in Child and Youth Care Education","year":2017,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Traverse; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009049063,0.00007298281,0.00008796748,0.0003332529,0.003670638,0.000564242,0.0005746974,0.00007093278,0.00003339307],"category_scores_gemma":[0.0001384564,0.00008597616,0.00002077213,0.0002253037,0.0004055937,0.0005508516,0.0002802583,0.0003180152,0.00001132612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809576,"about_ca_system_score_gemma":0.000697697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552221,"about_ca_topic_score_gemma":0.00335481,"domain_scores_codex":[0.998595,0.00003444441,0.00007149889,0.0002848796,0.0006506293,0.0003635365],"domain_scores_gemma":[0.9992542,0.00001338417,0.00005093703,0.0001071229,0.0003710614,0.0002033017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001222018,0.00006901735,0.3953665,0.00001526208,0.00000567059,0.000001547768,0.5770958,7.547261e-8,0.00000469704,0.02239144,0.0004734356,0.004564384],"study_design_scores_gemma":[0.0002012429,0.00001557456,0.4119369,0.00007537703,0.000002655178,2.842422e-7,0.568863,2.461996e-7,0.0000109472,0.00009171823,0.0187361,0.00006587754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6071227,0.00006942458,2.136101e-7,0.003481289,0.00007806349,0.0002885279,0.000001291349,0.00001659396,0.388942],"genre_scores_gemma":[0.9955997,0.0003609701,0.00007705019,0.00004294906,0.0001137453,0.000001036596,0.000002763727,0.000004915915,0.003796824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884771,"threshold_uncertainty_score":0.9976264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08677795707414769,"score_gpt":0.4091517654500951,"score_spread":0.3223738083759474,"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."}}