{"id":"W7132257721","doi":"","title":"Femtosecond LIBS","year":2005,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001946353,0.000774675,0.001119161,0.002398353,0.002776712,0.003245061,0.001756821,0.00262645,0.6918148],"category_scores_gemma":[0.007980332,0.0004449119,0.0009240365,0.001004471,0.0007659792,0.00175956,0.002651397,0.002142685,0.5307977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264382,"about_ca_system_score_gemma":0.003380373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250017,"about_ca_topic_score_gemma":0.006562938,"domain_scores_codex":[0.9985723,0.0001712312,0.00007351137,0.0001326205,0.0007894909,0.0002606965],"domain_scores_gemma":[0.9931328,0.0005987449,0.0002453436,0.001129505,0.003175296,0.001718432],"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":[0.0001029628,0.00008503578,0.0002759572,0.0001272385,0.000008284927,0.0001458776,0.00002254174,0.00002905942,0.0006855541,0.001155438,0.910408,0.08695389],"study_design_scores_gemma":[0.00006531774,0.00006038098,0.001860862,0.00008097625,0.000008894787,0.0004192512,0.0000576399,0.0002471518,0.00126852,0.001488675,0.9944212,0.00002116185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00282953,0.0007264933,0.002099491,0.006260873,0.008821771,0.000568213,0.002768008,0.004511054,0.9714146],"genre_scores_gemma":[0.005720233,0.0004178089,0.00124733,0.0006433942,0.001334061,0.0001519967,0.001551795,0.0006429722,0.9882904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6918148,"threshold_uncertainty_score":0.4395888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248837970411218,"score_gpt":0.2488438431342597,"score_spread":0.2363554634301475,"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."}}