{"id":"W3119903206","doi":"10.48550/arxiv.2101.01552","title":"Dynamical Resources","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Quantum entanglement; Resource (disambiguation); Quantum; Dynamical systems theory; Set (abstract data type); Resource allocation; Theoretical 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":[0.001514935,0.0006869572,0.0005103525,0.001158444,0.001744875,0.003655464,0.00110703,0.00144447,0.01549869],"category_scores_gemma":[0.005248848,0.0003950843,0.0008535636,0.0009150622,0.005890516,0.007383397,0.00292136,0.00329763,0.001691574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117791,"about_ca_system_score_gemma":0.001431069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239954,"about_ca_topic_score_gemma":0.00107021,"domain_scores_codex":[0.997988,0.0005481113,0.0001371238,0.0005216873,0.0005786117,0.00022642],"domain_scores_gemma":[0.9968861,0.001360768,0.0002674155,0.0007754628,0.0005106614,0.0001996334],"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":[0.000002929652,0.000002801695,0.00001930902,0.00000928276,0.000001505536,0.00001171765,0.00002515356,0.0005505687,0.0001562046,0.9972252,0.0003517333,0.001643559],"study_design_scores_gemma":[0.000006446765,0.00001146624,0.00006496427,0.00002276557,0.000005234569,0.00006653149,0.00005638958,0.008719401,0.0007995036,0.96173,0.02850474,0.00001259962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02379279,0.001328104,0.7146599,0.004149016,0.0004640042,0.0001916929,0.0008335271,0.0003169972,0.254264],"genre_scores_gemma":[0.7358323,0.002395438,0.1827819,0.001382292,0.0006326339,0.0006817304,0.001026804,0.0003913172,0.07487547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01549869,"threshold_uncertainty_score":0.05184829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566010708801034,"score_gpt":0.1732101542650109,"score_spread":0.1166090833849075,"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."}}