{"id":"W2067448854","doi":"10.1177/8756479308330117","title":"HSPnet","year":2009,"lang":"en","type":"article","venue":"Journal of diagnostic medical sonography","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Medicine; Traditional medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685737,0.00009516878,0.0002046945,0.0001681763,0.00003231837,0.00001900269,0.0002800389,0.0001124277,0.0002464164],"category_scores_gemma":[0.001733335,0.00007113162,0.0001660948,0.0003027929,0.00006856027,0.0001077219,0.000007217692,0.0004272727,0.00001650589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001009152,"about_ca_system_score_gemma":0.0000330539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.071246e-7,"about_ca_topic_score_gemma":0.000001288073,"domain_scores_codex":[0.9987385,0.0000242743,0.000375357,0.00005554696,0.0005955945,0.0002107183],"domain_scores_gemma":[0.9985786,0.0008250111,0.00005750241,0.00008749975,0.00004700721,0.000404363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006589266,0.001083343,0.05422552,0.0001880278,0.0004300248,0.0033363,0.001854456,0.007708381,0.000538699,0.004487644,0.4528712,0.4732105],"study_design_scores_gemma":[0.004785357,0.003015365,0.5675472,0.002469785,0.0002805342,0.0024192,0.0004492585,0.01182324,0.003112653,0.02178444,0.3810307,0.001282231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690707,0.01015322,0.01109521,0.003011776,0.002723594,0.00008442709,0.000002248013,0.00009841647,0.003760349],"genre_scores_gemma":[0.9945759,0.003526345,0.000491017,0.0006484689,0.0007494506,6.212759e-7,5.182237e-7,0.000005762374,0.000001965505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5133217,"threshold_uncertainty_score":0.2900663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00294793739710257,"score_gpt":0.2025482657289464,"score_spread":0.1996003283318439,"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."}}