{"id":"W4415139325","doi":"10.5281/zenodo.15149423","title":"IPMU2024 Lisboa - Short Paper Proceedings","year":2024,"lang":"en","type":"other","venue":"ArXiv.org","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Relevance (law); Work (physics); Volume (thermodynamics); Information processing; Information system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006101962,0.000306283,0.0002634382,0.00009697271,0.00004672486,0.00008067467,0.0002641687,0.0001408349,0.009237861],"category_scores_gemma":[0.000001455706,0.0002732708,0.0001705274,0.0002073738,0.00002860998,0.00004794934,0.0001188551,0.0003625518,0.008777836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001537631,"about_ca_system_score_gemma":0.00004009069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399615,"about_ca_topic_score_gemma":0.000006316366,"domain_scores_codex":[0.9988434,0.0000032654,0.0001996811,0.0005263288,0.0001456076,0.0002817035],"domain_scores_gemma":[0.9995043,0.000006151242,0.00006513596,0.0002940526,0.00003004216,0.000100323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.026818e-7,0.00004697781,0.003327602,0.00005067104,0.00012276,0.000001354539,0.00002827117,1.588775e-8,0.0003768261,0.2172187,0.7780894,0.0007367581],"study_design_scores_gemma":[0.00005055879,0.0000128785,0.0001743705,0.0001745833,0.0001090445,5.361521e-7,0.00007896695,0.00002208032,0.0001817205,0.01940466,0.9794741,0.0003165267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005781327,0.0005105407,0.000247652,0.0004543686,0.0005295156,0.0003946458,0.0001673749,0.0003054234,0.9916092],"genre_scores_gemma":[0.2794355,0.00003103597,0.00006611644,0.0001365573,0.002251594,0.0002521551,0.00009737274,0.0006016662,0.717128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2744811,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090324869825098,"score_gpt":0.2648084384565055,"score_spread":0.2439051897582545,"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."}}