{"id":"W2773168673","doi":"10.36510/learnland.v3i2.345","title":"Taking Charge of Our Educational Journey","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dream; Value (mathematics); Space (punctuation); Charge (physics); Psychology; Window (computing); Pedagogy; Computer science; Physics; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005233869,0.0009482969,0.0008146693,0.001018862,0.03758739,0.01565423,0.001975827,0.005316359,0.02454214],"category_scores_gemma":[0.01003902,0.0004734987,0.0008811052,0.0008349736,0.01751887,0.01334152,0.02079276,0.02786211,0.01182546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572669,"about_ca_system_score_gemma":0.009542646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008127622,"about_ca_topic_score_gemma":0.01555193,"domain_scores_codex":[0.9923891,0.003670868,0.0001230367,0.000407018,0.001084204,0.002325731],"domain_scores_gemma":[0.9850761,0.0009870146,0.0005124535,0.0004353587,0.0012989,0.01169007],"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":[0.00003184802,0.0002212798,0.002936112,0.0001424483,0.00002069078,0.003032451,0.459181,0.00009779299,0.001198661,0.07105613,0.4071173,0.05496438],"study_design_scores_gemma":[0.000002555542,0.00002983072,0.0003948923,0.0001753628,0.000003421575,0.0007217781,0.2575364,0.00001918924,0.00008990931,0.006167311,0.7348347,0.00002450863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05508835,0.0130303,0.006033232,0.6423703,0.01953172,0.0001846322,0.0001380025,0.0006008733,0.2630226],"genre_scores_gemma":[0.4274928,0.01103452,0.007002328,0.2323867,0.003200744,0.0003189575,0.0002021569,0.000501356,0.3178604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03758739,"threshold_uncertainty_score":0.08210158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325185907568476,"score_gpt":0.2954564287381161,"score_spread":0.2722045696624313,"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."}}