{"id":"W7153682957","doi":"","title":"Condenser of a thermal pipe based on of a laser refrigerator","year":2006,"lang":"uk","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condenser (optics); Refrigerator car; Heat pipe; Thermal; Laser; Cooling capacity","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":[],"category_scores_codex":[0.001060303,0.0005219774,0.001544226,0.0004386059,0.0001664409,0.0006004922,0.002840141,0.0002439159,0.01966859],"category_scores_gemma":[0.0001442654,0.0004193009,0.0004564658,0.0006125516,0.0005362081,0.0005714945,0.001093793,0.000481813,0.00001910645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006173127,"about_ca_system_score_gemma":0.0003447277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738185,"about_ca_topic_score_gemma":0.000008203391,"domain_scores_codex":[0.9960157,0.0003117948,0.001871354,0.0005157233,0.0007452096,0.000540219],"domain_scores_gemma":[0.9959467,0.0004103254,0.001905423,0.0009984426,0.000605722,0.0001333714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002256218,0.002629405,0.06987586,0.0005910915,0.0004980403,0.00002544562,0.00005039297,0.006846159,0.8912866,0.002761667,0.01645676,0.006722335],"study_design_scores_gemma":[0.001717769,0.0001645217,0.0213537,0.001774285,0.0002644921,8.532053e-7,0.0001296951,0.00112995,0.9484965,0.01699713,0.007261066,0.0007100094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842622,0.002795028,0.0005258248,0.0002234133,0.0005526124,0.0006214484,0.0005612769,0.00003163204,0.01042652],"genre_scores_gemma":[0.9981326,0.0003231101,0.0005459528,0.0001058936,0.0003259743,0.00003340833,0.00003012102,0.00007659849,0.000426281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05720989,"threshold_uncertainty_score":0.9998259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394893918621453,"score_gpt":0.4770709672787375,"score_spread":0.3375815754165922,"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."}}