{"id":"W4383345620","doi":"10.1142/9789811273209_0010","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"World Scientific series in digital forensics and cybersecurity","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Concordia University","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":[0.001827392,0.0005236357,0.0003154817,0.001002431,0.002006572,0.005166253,0.00137252,0.001895697,0.3151085],"category_scores_gemma":[0.00718581,0.0001537136,0.000588657,0.0006975995,0.001016554,0.002779311,0.002017756,0.002050338,0.110916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826583,"about_ca_system_score_gemma":0.003506576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006465324,"about_ca_topic_score_gemma":0.007580559,"domain_scores_codex":[0.9983721,0.0002512675,0.00004120225,0.0003292738,0.0007568889,0.0002492437],"domain_scores_gemma":[0.997263,0.0004503389,0.00009343166,0.0003036653,0.001473864,0.0004157244],"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":[0.0001303554,0.00006059539,0.001288913,0.0003265846,0.00001671031,0.000195963,0.0007920539,0.0001920064,0.0006281535,0.1499231,0.6815497,0.1648958],"study_design_scores_gemma":[0.0000110132,0.00001257235,0.0007833175,0.000227793,0.00000903971,0.00009178225,0.0009752055,0.00005904364,0.0004057162,0.01892953,0.9784895,0.000005622971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00251518,0.001984433,0.004553861,0.03941307,0.007394234,0.0001027332,0.001194756,0.000378779,0.9424629],"genre_scores_gemma":[0.04238947,0.002727302,0.003379117,0.03392239,0.002149105,0.0001385094,0.002000139,0.0004593311,0.9128348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6848915,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207630199226914,"score_gpt":0.2336241126537478,"score_spread":0.2128610927310564,"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."}}