{"id":"W4398393228","doi":"10.7910/dvn/8qpl75/ilet3o","title":"iqa20150302_03.txt.gz","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Riometer; Shortwave; Simple (philosophy); Absorption (acoustics); Computer science; Remote sensing; Environmental science; Physics; Optics; Geography; Ionosphere; Radiative transfer; Geophysics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001353449,0.003879592,0.002917598,0.005611691,0.00149822,0.00618207,0.005432021,0.004113026,0.2939336],"category_scores_gemma":[0.00876812,0.001193766,0.001979255,0.01158881,0.0008715874,0.003379786,0.004302692,0.002481923,0.3921622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298863,"about_ca_system_score_gemma":0.002747211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276235,"about_ca_topic_score_gemma":0.02698617,"domain_scores_codex":[0.998704,0.0002126413,0.0001103874,0.0004520976,0.0002734631,0.0002474952],"domain_scores_gemma":[0.9973593,0.0007754729,0.0002448983,0.0006752451,0.0006146067,0.0003304698],"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":[0.00004795675,0.00001213479,0.000213574,0.000734904,0.00002516153,0.000009544768,0.00001739045,0.0001567513,0.00006741144,0.0005410177,0.9970762,0.001098023],"study_design_scores_gemma":[0.0002412798,0.00001497097,0.001091582,0.0003533412,0.00002656422,0.00001766717,0.00004784405,0.0002497466,0.000269918,0.002349624,0.9953089,0.00002862992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002576773,0.00006057592,0.00003634266,0.00005675963,0.0000185425,0.000005505455,0.9984311,0.0005741986,0.000791216],"genre_scores_gemma":[0.0002444858,0.00009016899,0.0001632089,0.00007954243,0.00001182056,0.00005745318,0.9983332,0.0002551397,0.0007650752],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7060664,"threshold_uncertainty_score":0.9833059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292398217350574,"score_gpt":0.2574239545031192,"score_spread":0.2444999723296134,"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."}}