{"id":"W4396594077","doi":"10.1007/978-3-031-51434-0_1","title":"An Introduction to Electron Localization-Delocalization Matrices","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in chemistry","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Electron delocalization; Delocalized electron; Chemistry; 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":[0.0003214399,0.0009500292,0.0005544059,0.0009895401,0.0004909178,0.00101889,0.0009972545,0.0005960177,0.02271116],"category_scores_gemma":[0.0005121598,0.0003991762,0.0004580297,0.001255573,0.0008889532,0.002114375,0.0008961752,0.001798892,0.007173359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574689,"about_ca_system_score_gemma":0.0002922556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004117434,"about_ca_topic_score_gemma":0.00068195,"domain_scores_codex":[0.9998389,0.00003170172,0.000009353405,0.00003146054,0.00007509772,0.00001353413],"domain_scores_gemma":[0.9998376,0.00007748281,0.00001036728,0.00002428021,0.0000400691,0.00001013469],"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":[0.00001069711,0.00001846992,0.00002086311,0.0001383851,0.000004434632,0.00006069588,0.0000714718,0.001297442,0.002491882,0.9126952,0.0246823,0.05850819],"study_design_scores_gemma":[0.000004731198,0.00001924209,0.0001029969,0.00007030897,0.00000403077,0.0003431627,0.00004269549,0.00537273,0.00240068,0.747133,0.2444856,0.00002071899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005799972,0.03291282,0.6060422,0.002460085,0.004163005,0.0001165908,0.001209419,0.001232513,0.3460634],"genre_scores_gemma":[0.107008,0.0373177,0.3931355,0.001625623,0.002665835,0.0003845168,0.001808747,0.001432375,0.4546218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02271116,"threshold_uncertainty_score":0.07597637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004208200982402718,"score_gpt":0.2490164130100122,"score_spread":0.2448082120276095,"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."}}