{"id":"W6892820898","doi":"10.5281/zenodo.11898199","title":"Hdd regenerator manual pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regenerative heat exchanger; Upload; Profit (economics); Refrigerator car; Economic shortage","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001241161,0.001849015,0.001925559,0.004696236,0.00188424,0.003452712,0.002769244,0.002039483,0.7388684],"category_scores_gemma":[0.004142107,0.001358404,0.001337215,0.00255111,0.0008822893,0.004174498,0.002715898,0.003157764,0.6913964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009824754,"about_ca_system_score_gemma":0.001214906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129544,"about_ca_topic_score_gemma":0.002092069,"domain_scores_codex":[0.9984872,0.00006764121,0.0000961403,0.000276582,0.0009680258,0.0001043293],"domain_scores_gemma":[0.9976386,0.0003721846,0.00007975689,0.0004253589,0.001270648,0.0002134908],"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":[0.0001274515,0.00007531861,0.0001274394,0.00106699,0.00001172229,0.000218395,0.00009978733,0.0002504408,0.01725026,0.002092189,0.8269925,0.1516875],"study_design_scores_gemma":[0.00002292443,0.00003408324,0.0002808381,0.0001122302,0.000008647739,0.0003475002,0.00003939294,0.0001570539,0.01001158,0.0006931129,0.9882706,0.00002198205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002573976,0.006180138,0.05181725,0.001399397,0.00518652,0.001404065,0.04212288,0.04716649,0.8421493],"genre_scores_gemma":[0.007067805,0.003125563,0.01195041,0.001066802,0.0004513723,0.0007315276,0.02566082,0.01036778,0.9395779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2611316,"threshold_uncertainty_score":0.3724726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502714347356453,"score_gpt":0.3204735432844856,"score_spread":0.2702021085488403,"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."}}