{"id":"W1255658249","doi":"","title":"Alfa Laval IQHeat标志着新型集中供热方案的诞生","year":2014,"lang":"zh","type":"article","venue":"上海化工","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053551,0.0002630045,0.0001501714,0.0007648497,0.003580513,0.005953013,0.0005347244,0.00122723,0.007544534],"category_scores_gemma":[0.001760922,0.0001272523,0.0002214998,0.0006506928,0.007546077,0.002812086,0.001862021,0.002278092,0.0006996762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008561633,"about_ca_system_score_gemma":0.004321375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04002682,"about_ca_topic_score_gemma":0.03432205,"domain_scores_codex":[0.9994411,0.0001614493,0.00001594094,0.00009146317,0.0001579238,0.0001320623],"domain_scores_gemma":[0.9996289,0.0001373973,0.00003916029,0.00003336775,0.0001058886,0.00005521295],"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":[0.00004328799,0.0000135793,0.001243832,0.00005272996,0.000007812647,0.0001553778,0.007894073,0.0004145484,0.0007167086,0.9643805,0.007157831,0.01791972],"study_design_scores_gemma":[0.00003019886,0.00006330862,0.007659099,0.0001825788,0.00001315032,0.000196957,0.01381652,0.0006971441,0.002065672,0.2082513,0.7669687,0.00005529675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0945194,0.007282519,0.006662211,0.02952794,0.001047471,0.00007679014,0.0002138222,0.0001284287,0.8605413],"genre_scores_gemma":[0.8773588,0.002190467,0.002731958,0.00188605,0.0004137452,0.00005840868,0.00006711485,0.00005600697,0.1152374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04002682,"threshold_uncertainty_score":0.07958764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572973020540543,"score_gpt":0.194090401286793,"score_spread":0.1875174282662525,"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."}}