{"id":"W4389741998","doi":"10.1021/acs.jpca.3c07317","title":"Physical Chemistry of Quantum Information Science","year":2023,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry A","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Quantum chemistry; Chemistry; Nanotechnology; Computer science; Data science; Engineering physics; Materials science; Physics; Molecule; Organic chemistry","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":[0.001972568,0.0005797794,0.0007711268,0.00102268,0.00218341,0.005139067,0.001213377,0.003457565,0.02512501],"category_scores_gemma":[0.006111379,0.0003778675,0.0005565855,0.0007775034,0.006559764,0.007601707,0.003207632,0.007209484,0.004892144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680936,"about_ca_system_score_gemma":0.001930297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005960387,"about_ca_topic_score_gemma":0.0004021937,"domain_scores_codex":[0.9979113,0.0006556014,0.00007988962,0.0002772007,0.0008394984,0.000236413],"domain_scores_gemma":[0.9975542,0.001431238,0.0001033168,0.0003089891,0.0003811718,0.0002210951],"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":[0.00001421081,0.00002116713,0.00006531965,0.0002456867,0.00001110938,0.00004435685,0.0001358181,0.0003394354,0.0004252197,0.794008,0.1746571,0.03003252],"study_design_scores_gemma":[0.000008042985,0.00001998716,0.00007277649,0.0001396427,0.000003145518,0.00006786958,0.00004509157,0.0006074175,0.0002469735,0.3378991,0.6608769,0.00001305535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002962298,0.2242946,0.03990407,0.1848056,0.1414978,0.0001616833,0.0005519186,0.000560555,0.4052616],"genre_scores_gemma":[0.1909209,0.2424493,0.02215508,0.08535539,0.1935966,0.0005963354,0.0008002641,0.0009783356,0.263148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02512501,"threshold_uncertainty_score":0.08405149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00762945188222549,"score_gpt":0.2460676670011624,"score_spread":0.2384382151189369,"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."}}