{"id":"W4398297648","doi":"10.7910/dvn/8qpl75/cnkirs","title":"talo20121022_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; Meteorology; Physics; Ionosphere; Optics; Geophysics; Philosophy; 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":[0.001130111,0.003551404,0.002567626,0.005284877,0.001373073,0.005608778,0.0047943,0.003466837,0.2948979],"category_scores_gemma":[0.007108083,0.001064794,0.001647665,0.01085885,0.0008001179,0.002984233,0.003953416,0.002088577,0.387715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121669,"about_ca_system_score_gemma":0.002437229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094821,"about_ca_topic_score_gemma":0.02578983,"domain_scores_codex":[0.9989797,0.0001560718,0.00008509894,0.0003540899,0.0002188706,0.0002060653],"domain_scores_gemma":[0.9979231,0.0005860542,0.0002080116,0.0005189225,0.0004616373,0.0003022368],"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":[0.00005240264,0.00001198397,0.0002191349,0.0007029489,0.00002220271,0.00001017809,0.00001902345,0.0001481701,0.0000779133,0.0005802396,0.996978,0.001177793],"study_design_scores_gemma":[0.0002138742,0.0000128588,0.0009389711,0.0002756863,0.0000215967,0.00001420771,0.0000472806,0.0002100299,0.0002670069,0.001907854,0.9960656,0.00002503242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002992751,0.00005136394,0.00003723214,0.00005638202,0.00001740984,0.000004999457,0.9982967,0.0006321377,0.0008738526],"genre_scores_gemma":[0.0002981562,0.00009132289,0.0001646066,0.00008214127,0.00001237307,0.00005776054,0.9980348,0.0003133976,0.000945319],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7051021,"threshold_uncertainty_score":0.9865318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172607939661788,"score_gpt":0.2528397187562179,"score_spread":0.2411136393596,"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."}}