{"id":"W4398846953","doi":"10.7910/dvn/ryrxk7/ntbhby","title":"all_1Dpspec_pacs100_orig.pdf","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.00009697631,0.0003462918,0.0003630787,0.0002425589,0.00004105622,0.0001089218,0.0005343377,0.0004210117,0.1034481],"category_scores_gemma":[0.00007201589,0.0003629444,0.00010633,0.0002483483,0.00004410489,0.000238116,0.0001561279,0.0005901145,0.8930715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007374728,"about_ca_system_score_gemma":0.00003625435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001800535,"about_ca_topic_score_gemma":0.00001990835,"domain_scores_codex":[0.9986865,0.00002119064,0.000292543,0.0003099995,0.0003092879,0.0003804896],"domain_scores_gemma":[0.9984562,0.00005025202,0.00004318361,0.001230184,0.0000298286,0.000190335],"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":[0.000004081043,0.00002443134,0.00000435701,0.0002598495,0.00007884565,0.00002466687,0.000002629239,0.0005207122,0.00002293547,0.00003210589,0.9989792,0.00004621987],"study_design_scores_gemma":[0.0002426316,0.00001641871,0.00001938016,0.00004465944,0.00007720762,0.00000702422,0.000008018486,0.0008367972,0.00002583718,0.000009062361,0.9982877,0.0004252568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000003683302,0.000003117125,0.0003143615,0.000001708041,0.002539832,0.0001778799,0.9902741,0.0001833263,0.006502024],"genre_scores_gemma":[0.000008455089,0.000655073,0.0002221416,0.000265888,0.0003845859,0.000006385233,0.9957572,0.0000464548,0.002653868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7896234,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257835913550598,"score_gpt":0.2199172461282299,"score_spread":0.2073388869927239,"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."}}