{"id":"W4407832213","doi":"10.1109/icdm59182.2024.00015","title":"Continuous Exact Explanations of Neural Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Artificial neural network; Artificial intelligence","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":[0.00149609,0.001165712,0.0004472161,0.001045135,0.0005436235,0.001547077,0.001559931,0.00179516,0.006396186],"category_scores_gemma":[0.01372794,0.0005511777,0.001099303,0.0006701027,0.001832981,0.003566367,0.001526174,0.002437569,0.000608614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357901,"about_ca_system_score_gemma":0.0008189837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848608,"about_ca_topic_score_gemma":0.004264572,"domain_scores_codex":[0.998341,0.0006904211,0.0001147929,0.0002943965,0.0004386994,0.0001206657],"domain_scores_gemma":[0.9938491,0.004039214,0.0004873735,0.001070818,0.0004800642,0.00007336321],"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":[0.0002042707,0.00004741314,0.004188687,0.0005451895,0.0001044717,0.0009026169,0.001246039,0.2844152,0.004557632,0.5957119,0.007998765,0.1000779],"study_design_scores_gemma":[0.00002295043,0.00002792221,0.0006189083,0.0001133843,0.0000304049,0.000148245,0.0001146451,0.5641035,0.00255451,0.422443,0.009795064,0.00002750977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02676932,0.0007050736,0.96327,0.001902813,0.00009597194,0.00006335861,0.0008982606,0.001542423,0.004752832],"genre_scores_gemma":[0.646338,0.0009354611,0.3452473,0.0006274797,0.0001268318,0.0002274817,0.001411427,0.0004278036,0.004658182],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006396186,"threshold_uncertainty_score":0.02139735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305388882194423,"score_gpt":0.2504303392011161,"score_spread":0.2373764503791718,"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."}}