{"id":"W6948378986","doi":"10.48660/24100053","title":"Quantum simulation for materials modeling","year":2024,"lang":"en","type":"other","venue":"PIRSA","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quantum; Simulation modeling; Field (mathematics); Computer simulation; Quantum dot; Work (physics)","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":[0.000727324,0.0007269852,0.001104378,0.0007203786,0.001224023,0.001753078,0.001806087,0.001701012,0.1122977],"category_scores_gemma":[0.002263501,0.0004135061,0.0008670036,0.001250795,0.000875582,0.002028859,0.002203151,0.001763596,0.02189266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820624,"about_ca_system_score_gemma":0.001079042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016474,"about_ca_topic_score_gemma":0.0107409,"domain_scores_codex":[0.9995767,0.0001309814,0.00001216966,0.0000473597,0.0001954036,0.00003734137],"domain_scores_gemma":[0.9991838,0.0002703503,0.00003081066,0.0002486606,0.0001925777,0.00007363669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003669205,0.00005872987,0.0001706506,0.0001497556,0.0000304824,0.00004252968,0.00004052619,0.06914001,0.0005625001,0.6900604,0.1893389,0.05036871],"study_design_scores_gemma":[0.00003650437,0.000005912371,0.0001125967,0.00005418968,0.000008964825,0.00002126793,0.00001136718,0.3632629,0.0005768291,0.4709524,0.1649397,0.00001748993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004991823,0.002320332,0.3114797,0.005261336,0.001613502,0.0001156915,0.006151212,0.009192809,0.6588736],"genre_scores_gemma":[0.2638829,0.003915152,0.3313652,0.002245731,0.001671377,0.0009155442,0.01125104,0.01617797,0.3685751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1122977,"threshold_uncertainty_score":0.3756733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05934738743251478,"score_gpt":0.3035171506716041,"score_spread":0.2441697632390893,"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."}}