{"id":"W4402746489","doi":"10.5325/jinfopoli.14.2024.0017","title":"Student Privacy Activism","year":2024,"lang":"en","type":"article","venue":"Journal of Information Policy","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Transformation (genetics); Internet privacy; Digital transformation; Political activism; Political science; Computer science; Chemistry; Law; Politics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0004589966,0.00006685007,0.00009334062,0.000866839,0.00005701532,0.0007567031,0.0007012082,0.00003109739,0.00001477667],"category_scores_gemma":[0.0002140345,0.00005280602,0.00007091606,0.001116285,0.00001378215,0.007698613,0.0001461258,0.0002086829,0.000247871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655156,"about_ca_system_score_gemma":0.000519389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009079516,"about_ca_topic_score_gemma":1.013152e-7,"domain_scores_codex":[0.9988624,0.00001815251,0.0005478653,0.00003783893,0.0004141869,0.0001195935],"domain_scores_gemma":[0.9991071,0.00007011813,0.0002656948,0.0001921159,0.0003016114,0.00006341517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003024074,0.00003764323,0.0002810087,0.00005107175,0.00007644144,0.00001252725,0.02261704,0.0004298889,0.00007574182,0.6381246,0.02697283,0.3113181],"study_design_scores_gemma":[0.0004079642,0.0001738706,0.02115205,0.0001519488,0.000009855103,0.0007076846,0.0002848849,0.005401753,0.0007394825,0.01541336,0.9553662,0.0001909194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02864338,0.00005867736,0.9429146,0.01769321,0.0007883066,0.00008597821,0.000002098385,0.0001135302,0.009700233],"genre_scores_gemma":[0.9708246,0.00002213645,0.02686932,0.001710997,0.0003858125,0.00000200861,9.104511e-7,0.000004271399,0.0001799281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9421812,"threshold_uncertainty_score":0.7296906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287082187373829,"score_gpt":0.3199949991787989,"score_spread":0.3071241773050606,"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."}}