{"id":"W7134888494","doi":"10.5281/zenodo.18960785","title":"Ep. 65: Security vs. Usability: A Balancing Act","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prompt (Canada)","funders":"","keywords":"Casual; Usability; Encryption; Authentication (law); Set (abstract data type); Security through obscurity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006451751,0.0007625176,0.0006001511,0.0007591817,0.01611583,0.01784736,0.001665906,0.01173139,0.02975318],"category_scores_gemma":[0.019418,0.0006790775,0.000628825,0.001187064,0.01508818,0.01558659,0.01140081,0.03002482,0.006759544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359855,"about_ca_system_score_gemma":0.01043611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0441181,"about_ca_topic_score_gemma":0.06067832,"domain_scores_codex":[0.9885621,0.005865605,0.0005098308,0.000856093,0.002585289,0.001621079],"domain_scores_gemma":[0.9930884,0.003739318,0.0002810731,0.0004451001,0.001404957,0.001041097],"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":[0.00001910665,0.00004162091,0.0003016058,0.0001617872,0.000003545718,0.0004813018,0.08048168,0.00003703514,0.0001783659,0.2028395,0.6942793,0.02117515],"study_design_scores_gemma":[0.000007325149,0.00001732065,0.0005555378,0.0005664311,0.000003493895,0.0001823819,0.05065046,0.00005676051,0.0001239261,0.01499669,0.9328217,0.0000179032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007069394,0.006494312,0.004106912,0.6122431,0.009467488,0.0002144576,0.0001930448,0.0001582537,0.360053],"genre_scores_gemma":[0.1582922,0.00551577,0.002944079,0.3897453,0.004144822,0.0008239584,0.0001737153,0.000819678,0.4375406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0441181,"threshold_uncertainty_score":0.09953427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156615957076726,"score_gpt":0.3215760540655254,"score_spread":0.3000098944947582,"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."}}