{"id":"W4398473439","doi":"10.7910/dvn/8qpl75/leweo3","title":"hal20151017_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; Meteorology; Physics; Optics; Ionosphere; Geography; 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":["insufficient_payload"],"category_scores_codex":[0.001348152,0.003928957,0.002798599,0.005464587,0.001385246,0.006672562,0.005018606,0.003639105,0.3652146],"category_scores_gemma":[0.008577165,0.001091486,0.001724028,0.01189475,0.0009284039,0.002955457,0.00405842,0.002198153,0.4741803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437158,"about_ca_system_score_gemma":0.003050078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395036,"about_ca_topic_score_gemma":0.02906261,"domain_scores_codex":[0.9986703,0.0002281523,0.0001234459,0.0004246233,0.0003147219,0.000238673],"domain_scores_gemma":[0.9973454,0.0008037579,0.000225247,0.0006958197,0.0005916815,0.0003380402],"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":[0.00004459895,0.000008741711,0.0001443494,0.0007350011,0.00002199257,0.000008944296,0.00001487554,0.0001496876,0.00005945049,0.0006209224,0.9970643,0.001127276],"study_design_scores_gemma":[0.0002058435,0.0000125518,0.0007018222,0.0003315674,0.00001849199,0.0000164878,0.00004398396,0.0001997609,0.0002412623,0.001957959,0.9962452,0.00002502426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002176756,0.00005686166,0.0000349285,0.00005669482,0.00001926439,0.000004148228,0.9984188,0.0005272505,0.0008602545],"genre_scores_gemma":[0.0002316176,0.0001037845,0.0001550156,0.00007398587,0.00001046948,0.00005194646,0.998032,0.000318555,0.001022589],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6347854,"threshold_uncertainty_score":0.9054443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310888728525192,"score_gpt":0.2573980857486544,"score_spread":0.2442891984634024,"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."}}