{"id":"W4406674295","doi":"10.1016/b978-0-08-022093-2.50011-7","title":"10.1016/b978-0-08-022093-2.50011-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001153294,0.0004875494,0.0004950864,0.0003120089,0.00004629141,0.00001718845,0.0003027472,0.0004628132,0.9892154],"category_scores_gemma":[0.00001035243,0.0005375583,0.0001569129,0.00004132957,0.00005011663,0.00007505135,0.00004552939,0.000490071,0.9797437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368127,"about_ca_system_score_gemma":0.00001856352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.376337e-7,"about_ca_topic_score_gemma":2.065916e-7,"domain_scores_codex":[0.998708,0.000007221344,0.0003137786,0.0003347198,0.0002443976,0.0003918684],"domain_scores_gemma":[0.9992239,0.00002745071,0.00004692677,0.0004874904,0.00005192714,0.0001623071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000436432,0.000008338977,6.701286e-9,0.00003285059,0.0001242666,0.00001762054,0.000005035808,0.00025612,0.0002069664,0.00009288705,0.2921008,0.7071115],"study_design_scores_gemma":[0.000140962,0.0001191914,2.50638e-7,0.00009809187,0.00007716405,0.000008068223,6.067579e-8,0.00003298962,0.0004073177,0.0007745184,0.9978018,0.0005395972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.180563e-7,0.0009036285,0.00008267682,0.00002249715,0.000008924405,0.0003715297,0.00004608757,0.001723113,0.9968413],"genre_scores_gemma":[0.000002818422,0.000007818328,0.0008300296,0.00002535082,0.0003073965,0.00004732493,0.00008744862,0.0002053824,0.9984865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7065719,"threshold_uncertainty_score":0.9997076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016303196585715,"score_gpt":0.174302092899763,"score_spread":0.1641390609339058,"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."}}