{"id":"W4243424984","doi":"10.1063/1.1712510","title":"Joseph Fine","year":2004,"lang":"en","type":"article","venue":"Physics Today","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"NIST; Physics; Chemistry; Art history; Engineering physics; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009234019,0.0006180548,0.000411014,0.0009687666,0.002091252,0.003774004,0.0007632239,0.002308157,0.1776039],"category_scores_gemma":[0.003320502,0.0002259336,0.0002944781,0.0004647164,0.0007290279,0.003229467,0.00183703,0.0035273,0.1055111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756083,"about_ca_system_score_gemma":0.002580396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553755,"about_ca_topic_score_gemma":0.006274247,"domain_scores_codex":[0.9988798,0.00008516017,0.00003917583,0.000285828,0.0005761552,0.0001337335],"domain_scores_gemma":[0.9987376,0.0001377513,0.00005501116,0.00009351825,0.0005566097,0.0004195037],"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":[0.00002028666,0.00002176308,0.0002231929,0.0000503701,0.0000026631,0.00008312937,0.00008519387,0.00003408653,0.0001998099,0.01869293,0.9014682,0.0791183],"study_design_scores_gemma":[0.00000145799,0.000004828974,0.0001004506,0.00002807248,7.358466e-7,0.0000979341,0.00002703313,0.00001807569,0.00007276741,0.001236987,0.9984093,0.000002318667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001843529,0.03290312,0.003174491,0.1119756,0.0427435,0.0000877399,0.0007502412,0.0008795991,0.8056422],"genre_scores_gemma":[0.00972334,0.0127587,0.001274491,0.02344181,0.00441515,0.00004472561,0.0004375259,0.0002869965,0.9476174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1776039,"threshold_uncertainty_score":0.5941443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352030082668664,"score_gpt":0.2602225116281401,"score_spread":0.2467022108014535,"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."}}