{"id":"W7069238422","doi":"","title":"eGirls, eCitizens","year":2015,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Scholarship; Work (physics); Photojournalism; Literacy; Gaze; Digital scholarship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005933082,0.0004713907,0.0002893456,0.001199062,0.006455074,0.006038654,0.0006522192,0.000990649,0.04858755],"category_scores_gemma":[0.001089638,0.0003260557,0.0001803304,0.001665474,0.00300325,0.004561597,0.001873724,0.002456775,0.01048891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007306011,"about_ca_system_score_gemma":0.006204214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1548269,"about_ca_topic_score_gemma":0.3796338,"domain_scores_codex":[0.9994374,0.00006273087,0.00001304309,0.000102857,0.0003086738,0.00007531561],"domain_scores_gemma":[0.9996346,0.00008955923,0.00001263844,0.00004052964,0.0001421903,0.00008043464],"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":[0.00003519623,0.00003145752,0.0005594803,0.0001533501,0.000003596639,0.0002392529,0.006970864,0.00006070365,0.0004574077,0.1251996,0.7528413,0.1134478],"study_design_scores_gemma":[7.845924e-7,0.000001656406,0.0002183995,0.00005644577,8.54047e-7,0.00003854189,0.0008972132,0.000008496037,0.0001428456,0.0009448449,0.9976875,0.00000246486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003087534,0.02680206,0.0006255389,0.02016957,0.002931229,0.00002492783,0.0005355507,0.0003088063,0.9455148],"genre_scores_gemma":[0.01841647,0.01223766,0.0007232222,0.002787106,0.0002123621,0.00002731005,0.0001740285,0.000261558,0.9651603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1548269,"threshold_uncertainty_score":0.3078514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541135535846075,"score_gpt":0.4332482159694804,"score_spread":0.2791346623848728,"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."}}