{"id":"W4392015441","doi":"10.24840/1647-8274_2023-0001_0001_17","title":"Techniques of Discovery: Cryptography and Design","year":2023,"lang":"en","type":"article","venue":"SCOPIO MAGAZINE ARCHITECTURE ART AND IMAGE","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cryptography; Computer science; Computer security","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":[0.005915293,0.0008879492,0.0008128908,0.001685349,0.002201888,0.01012334,0.001780167,0.003786654,0.007097648],"category_scores_gemma":[0.009680415,0.0007325145,0.0008341995,0.001853514,0.02081983,0.01339403,0.003660332,0.004461301,0.002726511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004789747,"about_ca_system_score_gemma":0.003072929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132324,"about_ca_topic_score_gemma":0.0007305215,"domain_scores_codex":[0.9934946,0.003445869,0.0003175303,0.000696963,0.001703471,0.0003416147],"domain_scores_gemma":[0.9948694,0.003055339,0.0002770452,0.001108763,0.0005052469,0.0001842356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007572029,0.000005940078,0.00003807867,0.00009911769,0.000005091945,0.00001939318,0.0004811092,0.0005717979,0.0001375226,0.9816487,0.003739236,0.01324653],"study_design_scores_gemma":[0.00001172085,0.0000273973,0.00006519054,0.0002029942,0.000004666172,0.0001347198,0.0002428921,0.001927196,0.0003823456,0.822969,0.1740161,0.00001591407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008150825,0.08113972,0.4500318,0.06254105,0.003022753,0.0002556682,0.0001786819,0.0009655981,0.3937139],"genre_scores_gemma":[0.4033867,0.07890005,0.3616036,0.01046649,0.00329829,0.001284779,0.000311411,0.0007298981,0.1400188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01012334,"threshold_uncertainty_score":0.03475225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06788612081854398,"score_gpt":0.3647288843661111,"score_spread":0.2968427635475671,"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."}}