{"id":"W2363492295","doi":"","title":"Reseach of Transmitted Spectrum about 305 Optical Cement","year":2009,"lang":"en","type":"article","venue":"Journal of Qufu Normal University","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Cement; Infrared; Composite material; Optics; Optoelectronics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001594679,0.00009417874,0.0002492195,0.00007167784,0.00003769395,0.000004805471,0.000239639,0.00009404198,0.0002945736],"category_scores_gemma":[0.00005369817,0.00008852788,0.0002103351,0.0001739847,0.00005840684,0.0001452833,0.00001770638,0.0004113816,0.000003645644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057587,"about_ca_system_score_gemma":0.00003783288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006185726,"about_ca_topic_score_gemma":6.924024e-7,"domain_scores_codex":[0.9991161,0.00001291944,0.0002743319,0.00008097072,0.000310657,0.0002050043],"domain_scores_gemma":[0.9994156,0.00005869788,0.0001185689,0.0001019565,0.00009980814,0.0002053221],"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":[0.005672605,0.002116654,0.005126091,0.0003225501,0.0009199426,0.003065748,0.001211705,0.01670809,0.9005511,0.05597118,0.003005362,0.005328942],"study_design_scores_gemma":[0.005500492,0.001305572,0.02704669,0.0002831065,0.0005339902,0.000271653,0.001245786,0.01451422,0.9327534,0.000853261,0.01504209,0.0006497112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699536,0.00004399275,0.01118006,0.001001755,0.00003273509,0.00002506311,0.000005020161,0.00001297481,0.01774483],"genre_scores_gemma":[0.9981146,0.00004151513,0.0006632293,0.00003101341,0.00009559572,4.146181e-9,0.000001167018,0.000003520252,0.001049356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05511792,"threshold_uncertainty_score":0.3610062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013563449471966,"score_gpt":0.2096002623307686,"score_spread":0.1994646278360489,"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."}}