{"id":"W4402118986","doi":"10.1007/978-3-031-68034-2_11","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; York University; University of Toronto","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002460218,0.0005162659,0.0003230676,0.001114423,0.002084926,0.005808714,0.001421321,0.002057755,0.2903994],"category_scores_gemma":[0.008742809,0.0001543569,0.0005574269,0.0008056896,0.001165182,0.003319858,0.002089987,0.002415911,0.09267375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266639,"about_ca_system_score_gemma":0.004332191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007616988,"about_ca_topic_score_gemma":0.008563625,"domain_scores_codex":[0.9979658,0.0003455518,0.00005303184,0.0004070901,0.0009273511,0.0003011478],"domain_scores_gemma":[0.9957452,0.000678896,0.000123934,0.0004160849,0.00245885,0.0005770148],"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":[0.0001000229,0.00005081944,0.001093306,0.0002858881,0.0000127201,0.0001387638,0.0007103479,0.0001748788,0.0004331169,0.1909085,0.6962012,0.1098905],"study_design_scores_gemma":[0.00000820156,0.000009400578,0.0006071248,0.000203935,0.00000650966,0.00005630872,0.0007928836,0.00005242377,0.0002893621,0.01961718,0.9783522,0.000004525985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002200023,0.002274962,0.004570185,0.06036152,0.009601981,0.00009110262,0.001252041,0.0003734089,0.9192748],"genre_scores_gemma":[0.04072794,0.002810367,0.003642563,0.04920308,0.002743731,0.0001363226,0.001812766,0.0003891031,0.8985342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7096006,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487823239739822,"score_gpt":0.2649719199244411,"score_spread":0.2500936875270429,"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."}}