{"id":"W4399739098","doi":"10.1088/1361-6455/ad3ff4","title":"Boson bloom","year":2024,"lang":"en","type":"article","venue":"Journal of Physics B Atomic Molecular and Optical Physics","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Bloom; Environmental science; Physics; Geology; Oceanography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008038097,0.0008952867,0.0008161589,0.002611285,0.002509355,0.006957121,0.001068911,0.002277317,0.6945641],"category_scores_gemma":[0.003996657,0.0003961106,0.0005785112,0.002493662,0.001043429,0.006178761,0.004679781,0.003097238,0.5768963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002509336,"about_ca_system_score_gemma":0.001650092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037025,"about_ca_topic_score_gemma":0.00295237,"domain_scores_codex":[0.9989029,0.0001470944,0.00006951195,0.0002596576,0.0004833177,0.0001374835],"domain_scores_gemma":[0.9988205,0.0001684557,0.00007238069,0.0002778857,0.0004035962,0.0002570851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006560094,0.00003139668,0.0003335598,0.0001144235,0.000005877159,0.00007309128,0.0001781935,0.0000567476,0.0003576186,0.05948261,0.8217844,0.1175164],"study_design_scores_gemma":[0.000003112311,0.000004839599,0.00009813861,0.00003931121,8.885569e-7,0.00003294619,0.00002896963,0.00002041159,0.00006560694,0.00309777,0.9966052,0.000002842425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008727043,0.003755961,0.001746707,0.01269163,0.008018867,0.00009079502,0.004529094,0.001431079,0.966863],"genre_scores_gemma":[0.004452748,0.001618698,0.0005610073,0.002838188,0.001205869,0.00005524738,0.002056903,0.000475565,0.9867358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6945641,"threshold_uncertainty_score":0.4356672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005708392386023485,"score_gpt":0.2396356802063437,"score_spread":0.2339272878203202,"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."}}