{"id":"W7055945069","doi":"","title":"Cost estimate for TMT.INS.MGT, INST.MGT and INST.SYS","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cost estimate; Estimation; Data collection; Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004725408,0.0000957023,0.00009736507,0.00003492759,0.00007153459,0.00003900676,0.00007191997,0.00004691748,0.0000398854],"category_scores_gemma":[0.000006160546,0.00009434903,0.0000240901,0.00008406024,0.00002529307,0.00007509088,0.00001377059,0.00005723595,0.00004690553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000250202,"about_ca_system_score_gemma":0.000009173539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001902806,"about_ca_topic_score_gemma":0.00003287494,"domain_scores_codex":[0.9995278,0.000003581103,0.0001195553,0.0001194549,0.00005518486,0.000174448],"domain_scores_gemma":[0.9997325,0.00003807391,0.00001318819,0.0001455549,0.00001848029,0.000052189],"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":[0.0000233829,0.0001623724,0.002572525,0.0004069504,0.00007030155,0.000006682091,0.0002971953,0.01142417,0.2909194,0.06777261,0.5346437,0.09170077],"study_design_scores_gemma":[0.001385714,0.00004039117,0.006378022,0.00004107379,0.00004417074,0.00001427195,0.00002223447,0.3345574,0.02897567,0.01898484,0.6090941,0.0004621796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4405242,0.0003008317,0.3928948,0.00140067,0.0003825879,0.001917625,0.0003839229,0.001436599,0.1607588],"genre_scores_gemma":[0.9707502,0.00002622202,0.02727608,0.00007955315,0.0001404845,0.0002719233,0.0000607844,0.00003588059,0.001358913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.530226,"threshold_uncertainty_score":0.3847442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794270515612656,"score_gpt":0.241914393391663,"score_spread":0.2239716882355364,"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."}}