{"id":"W4379875763","doi":"10.1140/epjb/s10051-023-00528-9","title":"On the topology of the space of coordination geometries","year":2023,"lang":"en","type":"article","venue":"The European Physical Journal B","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Axiom; Intuition; Space (punctuation); Topology (electrical circuits); Theoretical physics; Basis (linear algebra); Statistical physics; Mathematics; Computer science; Physics; Geometry; Combinatorics; Epistemology","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":[0.0009433213,0.000551107,0.0008302606,0.002179095,0.001362164,0.003559475,0.001451296,0.001214173,0.008413666],"category_scores_gemma":[0.004347143,0.0003782614,0.0004030694,0.00135614,0.003647974,0.004936703,0.001758017,0.001881065,0.0007959377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054894,"about_ca_system_score_gemma":0.0003888413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004885226,"about_ca_topic_score_gemma":0.000445211,"domain_scores_codex":[0.9993057,0.0002776662,0.00003308428,0.0001378701,0.000173115,0.00007252755],"domain_scores_gemma":[0.9971987,0.001688864,0.0003217814,0.0002192892,0.0002423563,0.0003289981],"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":[0.0000720473,0.00001718748,0.0002625592,0.00004896392,0.000005634383,0.00005794366,0.0001178554,0.004668775,0.0007559542,0.9871829,0.001183104,0.00562718],"study_design_scores_gemma":[0.00001132321,0.00001672043,0.0001877382,0.00001350298,0.00000266923,0.00005729631,0.00003785199,0.01119533,0.0001639002,0.9871408,0.001165185,0.000007698683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7473502,0.004361882,0.1118736,0.007421531,0.0004371385,0.00005606818,0.001605467,0.0003018847,0.1265923],"genre_scores_gemma":[0.9784483,0.00171042,0.01278405,0.0002737938,0.0003536876,0.00007425503,0.0006686833,0.0001004885,0.005586374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008413666,"threshold_uncertainty_score":0.02814656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008374677814454508,"score_gpt":0.2286474820782788,"score_spread":0.2202728042638243,"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."}}