{"id":"W4245151555","doi":"10.1201/9780203747919-1","title":"Preface","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000547899,0.0003431163,0.0003015817,0.00005677969,0.000062388,0.00004581935,0.0002654129,0.0001604281,0.06900996],"category_scores_gemma":[8.714837e-7,0.0003149376,0.0001936737,0.00001163529,0.0000986489,0.00006665012,0.0001421498,0.0002878072,0.0103396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003199092,"about_ca_system_score_gemma":0.00008927598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007837449,"about_ca_topic_score_gemma":0.00001335986,"domain_scores_codex":[0.9989337,0.000005251272,0.0002498923,0.0003804293,0.0001914014,0.0002393803],"domain_scores_gemma":[0.9991502,0.00002898127,0.00008193003,0.0005515089,0.00009097232,0.00009643029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003472485,0.00001185331,0.000143781,0.00001145264,0.0001166521,0.000001246777,0.00005107333,0.000001200771,0.00001925507,0.9564514,0.0404717,0.002716977],"study_design_scores_gemma":[0.0001558843,0.00005108936,0.0000118928,0.00006180566,0.0000652479,7.584907e-7,0.00001828514,0.0005057185,0.00007265707,0.1916969,0.8068664,0.0004933935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000479759,0.00006061925,0.003303641,0.00006114971,0.0003729517,0.0001991155,0.0001426175,0.00008638543,0.9952937],"genre_scores_gemma":[0.007400217,0.000007567323,0.0006934027,0.00007836684,0.001266863,0.000006564309,0.0001789066,0.0001017591,0.9902664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7663947,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105202942912321,"score_gpt":0.2213711020875834,"score_spread":0.2108508077963513,"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."}}