{"id":"W4398480570","doi":"10.7910/dvn/8qpl75/2fwxi6","title":"res20170907_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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001120094,0.0003899435,0.0003989859,0.0000796133,0.0002040072,0.0001579948,0.0009760649,0.0005127609,0.8221124],"category_scores_gemma":[0.0001686976,0.0004254979,0.0001802501,0.0001696054,0.000108139,0.0001416672,0.0005229956,0.0007815154,0.6602288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390944,"about_ca_system_score_gemma":0.000295127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004403109,"about_ca_topic_score_gemma":0.0003175993,"domain_scores_codex":[0.9980232,0.00002697719,0.0003731048,0.0007770085,0.0003751992,0.0004245601],"domain_scores_gemma":[0.996321,0.00009684786,0.0002110429,0.003083143,0.00007975181,0.0002082639],"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":[0.00002045658,0.0001497643,0.000002433167,0.0002458878,0.0001091216,0.0001531029,0.000007081426,0.000001557427,0.001836117,0.00006683697,0.99734,0.00006760178],"study_design_scores_gemma":[0.0003149273,0.000006462603,0.000002795255,0.0001225853,0.0002276161,0.00003340216,0.00008413909,0.000009624066,0.004694459,0.00003113995,0.9940382,0.0004345975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001682538,0.000001177439,0.00002053115,0.000003924049,0.0002533543,0.00008565933,0.9922081,0.0001106064,0.007299788],"genre_scores_gemma":[0.000004753151,0.0007652417,0.0002086458,0.000321712,0.0007578905,0.0001208916,0.993174,0.0000383554,0.004608498],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1618836,"threshold_uncertainty_score":0.9998197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374920977711774,"score_gpt":0.2618302989853046,"score_spread":0.2480810892081868,"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."}}