{"id":"W4243035803","doi":"10.1007/s10765-007-0316-6","title":"Preface","year":2007,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science","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":[0.001129587,0.0009400093,0.0005861754,0.002668207,0.002082079,0.002134801,0.001113236,0.0007281528,0.4483332],"category_scores_gemma":[0.01012965,0.0002243038,0.0005288528,0.001377875,0.0004114745,0.001801428,0.001701847,0.002213318,0.3075219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342862,"about_ca_system_score_gemma":0.001639136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930727,"about_ca_topic_score_gemma":0.004773229,"domain_scores_codex":[0.999454,0.00007092111,0.00003257351,0.00009137263,0.0003068325,0.00004444478],"domain_scores_gemma":[0.9957336,0.0006628673,0.0001393896,0.000363795,0.002606007,0.0004944896],"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":[0.00002767544,0.0000191309,0.00008922306,0.00008005893,0.000001731852,0.000034178,0.00003390381,0.00005478619,0.0001288179,0.00291118,0.9607349,0.03588431],"study_design_scores_gemma":[0.000004197709,0.00001340913,0.0002943462,0.00009320298,0.000001942656,0.00003828352,0.00004501143,0.00002950084,0.000137592,0.0026981,0.9966396,0.00000480175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001853363,0.01223259,0.01109549,0.02768554,0.2977758,0.0008299776,0.01824657,0.002303707,0.627977],"genre_scores_gemma":[0.005800434,0.004509142,0.003155242,0.005483835,0.02670807,0.0003246059,0.009438579,0.0009393267,0.9436407],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4483332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199303370290134,"score_gpt":0.3176929210291785,"score_spread":0.3056998873262771,"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."}}