{"id":"W4398347871","doi":"10.7910/dvn/8qpl75/paxzfr","title":"stj20170907_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; Physics; Optics; Ionosphere; Philosophy; Geophysics; Radiative transfer","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":[0.001141362,0.003767791,0.002696505,0.005068179,0.001380281,0.005664682,0.004860726,0.003818542,0.2784634],"category_scores_gemma":[0.007707115,0.001186844,0.001749346,0.01067983,0.0007928024,0.003163283,0.003735749,0.002284926,0.3968404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214278,"about_ca_system_score_gemma":0.002648224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02236477,"about_ca_topic_score_gemma":0.03005654,"domain_scores_codex":[0.9988419,0.0001814425,0.0001018,0.0003912142,0.0002567522,0.0002269118],"domain_scores_gemma":[0.9976141,0.0006713259,0.0002250041,0.0006035395,0.0005625475,0.0003234906],"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":[0.00004660679,0.00001111139,0.0002014091,0.0006405578,0.00002085033,0.000009105926,0.00001455472,0.0001473865,0.0000667257,0.0004708125,0.997384,0.0009868222],"study_design_scores_gemma":[0.0002480647,0.00001461663,0.001079679,0.0002997184,0.00002352998,0.0000184987,0.00004485397,0.000254309,0.0002774163,0.001980694,0.9957309,0.00002764536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002623281,0.0000506275,0.00003215876,0.00005137183,0.0000181394,0.000004301503,0.998569,0.0005222547,0.0007259427],"genre_scores_gemma":[0.000215624,0.00007828526,0.0001351302,0.00006540049,0.00001033267,0.00004200735,0.9984518,0.0002217986,0.0007795444],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7215366,"threshold_uncertainty_score":0.9315529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296270684448491,"score_gpt":0.2585824027117297,"score_spread":0.2456196958672447,"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."}}