{"id":"W4360762457","doi":"10.1016/b978-0-12-821978-2.00069-6","title":"Electron Localization-Delocalization Matrices (LDMs)","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Crystallography and molecular interactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Delocalized electron; Electron delocalization; Electron; Computer science; Physics; Quantum mechanics","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":[0.0003902542,0.0008550573,0.0004130731,0.0008536262,0.0004017703,0.001310557,0.000818612,0.0005242752,0.03628556],"category_scores_gemma":[0.000668971,0.0004327301,0.0002976269,0.001113194,0.0004585109,0.001473668,0.0007743,0.001097326,0.008865215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168116,"about_ca_system_score_gemma":0.0003485057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806531,"about_ca_topic_score_gemma":0.0008633063,"domain_scores_codex":[0.9998455,0.00003381064,0.000009268011,0.00003306898,0.00006528792,0.00001296818],"domain_scores_gemma":[0.9997613,0.00009199275,0.00002004891,0.00005573878,0.00005713414,0.00001389407],"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":[0.00009804997,0.00002427749,0.0001152496,0.0004002963,0.00001213687,0.0001416381,0.0001424605,0.006099257,0.02967115,0.6135449,0.05138753,0.2983631],"study_design_scores_gemma":[0.00002275283,0.00004217105,0.000361812,0.0001854974,0.0000152411,0.0006199491,0.000173928,0.04272307,0.04117545,0.3929031,0.5217293,0.00004775481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008331079,0.006874632,0.8522452,0.0006653467,0.000594153,0.00009115715,0.002871316,0.004748246,0.1235789],"genre_scores_gemma":[0.1035498,0.007738172,0.7302185,0.0003027492,0.0001988372,0.000367523,0.004044007,0.002019665,0.1515608],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03628556,"threshold_uncertainty_score":0.1213872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057136044768921,"score_gpt":0.2404640668772506,"score_spread":0.2298927064295614,"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."}}