{"id":"W4398295319","doi":"10.7910/dvn/8qpl75/5paziy","title":"pen20151001_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":["insufficient_payload"],"category_scores_codex":[0.001145434,0.003675333,0.00277843,0.004994445,0.001335111,0.005675593,0.004931745,0.003756181,0.329693],"category_scores_gemma":[0.007877802,0.00114396,0.001627465,0.01062454,0.0007885695,0.003057083,0.003860625,0.002140351,0.4391812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173828,"about_ca_system_score_gemma":0.002512355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176339,"about_ca_topic_score_gemma":0.02642251,"domain_scores_codex":[0.9988612,0.000183888,0.00009644892,0.0004022712,0.0002425507,0.0002136607],"domain_scores_gemma":[0.9976857,0.000693084,0.0002164739,0.0006007027,0.0005029225,0.0003011385],"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":[0.00004665112,0.00001021319,0.0001837323,0.000643744,0.00002031063,0.000009093017,0.00001443121,0.000147001,0.00005606479,0.0005215624,0.9971678,0.001179396],"study_design_scores_gemma":[0.0001946114,0.00001162501,0.0008504448,0.0002898278,0.00001905407,0.00001492697,0.00003766089,0.0002083346,0.0002429754,0.001969613,0.9961359,0.00002500546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002239354,0.0000510701,0.00003826981,0.0000532033,0.00001640434,0.000004731677,0.9983701,0.000597142,0.0008466412],"genre_scores_gemma":[0.0002579627,0.00009446056,0.0001740945,0.00008147412,0.00001148977,0.00005638975,0.9979394,0.0003418116,0.001042912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6703069,"threshold_uncertainty_score":0.9561115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321725081262182,"score_gpt":0.2592493982295367,"score_spread":0.2460321474169149,"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."}}