{"id":"W3203666778","doi":"10.22331/q-2022-08-25-788","title":"Resource theory of causal connection","year":2022,"lang":"en","type":"article","venue":"Quantum","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Croucher Foundation; John Templeton Foundation","keywords":"Connection (principal bundle); Computer science; Causal structure; Robustness (evolution); Resource (disambiguation); Monotone polygon; Set (abstract data type); Theoretical computer science; Causal model; Mathematics","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":[0.004612043,0.0008663174,0.001020412,0.002020477,0.001884594,0.003340933,0.001983352,0.00251285,0.01122392],"category_scores_gemma":[0.01421778,0.0005569474,0.001801078,0.001212257,0.007503706,0.008942598,0.003299617,0.003535755,0.00105935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923763,"about_ca_system_score_gemma":0.001473409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852241,"about_ca_topic_score_gemma":0.0008129067,"domain_scores_codex":[0.995483,0.001786691,0.0002150823,0.0009304237,0.001070802,0.0005140623],"domain_scores_gemma":[0.9868985,0.008411042,0.0009758356,0.002068419,0.001124054,0.0005221593],"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":[0.000004568578,0.000003681715,0.00004242636,0.00001202289,0.000004723517,0.00001509467,0.00002706882,0.002978871,0.00009989217,0.9959711,0.0001405844,0.0006999102],"study_design_scores_gemma":[0.000006941191,0.00000866783,0.00005848841,0.000009168789,0.000005721638,0.00002859357,0.00001625106,0.02142608,0.0001297453,0.9769034,0.001398614,0.000008323203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04353375,0.0009231956,0.8716689,0.002547659,0.000140273,0.0001339601,0.0005317822,0.0002589417,0.08026162],"genre_scores_gemma":[0.8984423,0.001134438,0.08528784,0.0006442977,0.0004310705,0.0004619126,0.0003840708,0.0001649865,0.01304908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01122392,"threshold_uncertainty_score":0.03754771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541636938429961,"score_gpt":0.2442515935821295,"score_spread":0.2288352241978299,"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."}}