{"id":"W2948325283","doi":"","title":"I am Powerful, I am Strong, and I am Somebody","year":2017,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002915692,0.0001142101,0.0001374762,0.0002347127,0.005419831,0.001248573,0.001300804,0.0001128781,0.0003141615],"category_scores_gemma":[0.001077751,0.0001256089,0.00004304255,0.0002148719,0.001547612,0.0017006,0.0005562311,0.0005766198,0.000112992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890836,"about_ca_system_score_gemma":0.0003501077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963509,"about_ca_topic_score_gemma":0.001652755,"domain_scores_codex":[0.9973786,0.0001317327,0.00008885592,0.0004087008,0.001353108,0.0006390401],"domain_scores_gemma":[0.9983322,0.0003221766,0.0001338944,0.0001768768,0.000665836,0.0003690046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001086686,0.0002705558,0.5945482,0.00005612287,0.00008671886,0.00002464838,0.09780058,1.109788e-7,0.0002023084,0.2742535,0.03048653,0.002162137],"study_design_scores_gemma":[0.0002836764,0.0000945338,0.1552104,0.0000275801,0.00001408513,7.875636e-7,0.3263992,0.000001760748,0.00003099184,0.0005857978,0.5172231,0.0001280526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6089674,0.00005716207,0.00000118962,0.02794442,0.0001138886,0.0003163331,0.000003952657,0.00003802454,0.3625576],"genre_scores_gemma":[0.9421486,0.0004799372,0.00008722149,0.00005231917,0.0003358108,0.000001649356,0.000001605186,0.000008100526,0.05688477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4867366,"threshold_uncertainty_score":0.9997882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240293409106615,"score_gpt":0.4873624399754152,"score_spread":0.2633330990647537,"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."}}