{"id":"W4234239954","doi":"10.1002/pssc.200490024","title":"Preface","year":2004,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004716945,0.00186741,0.002919404,0.0002145522,0.0007165118,0.000749615,0.001013137,0.0001929762,0.0001516641],"category_scores_gemma":[0.0002129307,0.001758695,0.0008564481,0.001219732,0.001338707,0.001476361,0.0008025125,0.002212814,0.0003176822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967164,"about_ca_system_score_gemma":0.001392853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027159,"about_ca_topic_score_gemma":0.00012549,"domain_scores_codex":[0.9897669,0.0005650792,0.002233645,0.002281112,0.001264271,0.003889022],"domain_scores_gemma":[0.9950627,0.0006504131,0.0005872538,0.001557595,0.0006750732,0.001466984],"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":[0.0001071702,0.003424931,0.00669863,0.001292613,0.0002182761,0.00001816939,0.005409578,0.0007918606,0.0007026149,0.803302,0.0007244321,0.1773097],"study_design_scores_gemma":[0.004718651,0.0009234982,0.003867242,0.002504828,0.0006047862,0.000005014531,0.001842409,0.01508007,0.002538481,0.8542466,0.1093818,0.004286652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7423302,0.03958949,0.1494021,0.00634889,0.007454142,0.01085018,0.007996881,0.001203751,0.03482439],"genre_scores_gemma":[0.9735005,0.02185963,0.001218908,0.0002118254,0.001819963,0.0005647207,0.000523392,0.0001875577,0.0001134423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311704,"threshold_uncertainty_score":0.9994071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039591730576021,"score_gpt":0.3546213759903236,"score_spread":0.3142254586845634,"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."}}