{"id":"W7032655021","doi":"","title":"eGirls, eCitizens","year":2015,"lang":"en","type":"book","venue":"uO Research (University of Ottawa)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; University of Ottawa","keywords":"Girl; Scholarship; Work (physics); Photojournalism; Literacy; Gaze; Digital scholarship; Data collection; Digital literacy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002300399,0.0001781213,0.0003842674,0.0008801177,0.0004284024,0.0001609961,0.002969302,0.0002525797,0.0002265913],"category_scores_gemma":[0.0001859957,0.0002131676,0.0001322383,0.0004121498,0.0003673361,0.0008551018,0.001412401,0.0007117046,0.0006922488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348102,"about_ca_system_score_gemma":0.001794205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001137171,"about_ca_topic_score_gemma":0.00002005674,"domain_scores_codex":[0.9971595,0.0001146618,0.0002555226,0.0003602741,0.001649521,0.000460481],"domain_scores_gemma":[0.9967247,0.0002263209,0.0003570739,0.0008515571,0.001572309,0.0002680311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.496279e-7,0.00002392567,0.000009620701,0.0003675586,0.00002672326,0.00002914845,0.002495926,0.00001160476,0.000001579008,0.4093797,0.5763398,0.01131381],"study_design_scores_gemma":[0.0003304519,0.00008872629,0.00002783585,0.0002483075,0.00000699825,0.00001232167,0.0003197136,0.02258386,0.00001141178,0.08032975,0.8958039,0.0002367622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002228873,0.00005894945,0.1251076,0.0004485113,0.0001409923,0.0001863364,0.00001122553,0.0001150958,0.873909],"genre_scores_gemma":[0.0004478097,0.00006758771,0.03657405,0.00004108579,0.0001145291,1.77585e-7,0.00002796216,0.00001601816,0.9627108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3290499,"threshold_uncertainty_score":0.8897689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09162191085904443,"score_gpt":0.3012372194703574,"score_spread":0.209615308611313,"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."}}