{"id":"W4398354390","doi":"10.7910/dvn/8qpl75/ypjrwb","title":"isll20121022_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; Physics; Geography; Optics; Ionosphere; Geophysics; Radiative transfer; 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":[0.001315877,0.003767831,0.002782016,0.005591527,0.001418985,0.005716264,0.00523599,0.00391064,0.2932875],"category_scores_gemma":[0.008093363,0.001190386,0.001698657,0.01141786,0.0008573369,0.003284135,0.004194676,0.002329831,0.4110904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299303,"about_ca_system_score_gemma":0.002671455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02214356,"about_ca_topic_score_gemma":0.0274668,"domain_scores_codex":[0.9987364,0.0002066099,0.00011133,0.0004234887,0.0002837483,0.0002384897],"domain_scores_gemma":[0.9974796,0.0007284358,0.0002303842,0.000650491,0.000577535,0.0003336045],"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":[0.00004609357,0.0000116157,0.0002101826,0.0006862929,0.00002048011,0.00001021302,0.00001740085,0.0001443241,0.00007217129,0.0004899911,0.997153,0.001138283],"study_design_scores_gemma":[0.0001992579,0.00001329103,0.0009665695,0.0003194309,0.0000211341,0.00001641285,0.00004903755,0.0002171189,0.0002853805,0.001804248,0.9960813,0.00002687592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002614821,0.00005218077,0.00003680389,0.00005194701,0.00001615417,0.00000475214,0.9983634,0.0006281013,0.0008205474],"genre_scores_gemma":[0.0002207806,0.0000794282,0.0001546627,0.00007144581,0.000009596703,0.00005042551,0.9983511,0.000271069,0.0007914295],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7067125,"threshold_uncertainty_score":0.9811444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212661083747449,"score_gpt":0.2550281243866802,"score_spread":0.2429015135492057,"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."}}