{"id":"W4398327826","doi":"10.7910/dvn/8qpl75/kzicf4","title":"cly20140906_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; Environmental science; Physics; Ionosphere; Optics; 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":[0.001320481,0.004104353,0.002974367,0.00570595,0.001524426,0.005838605,0.00552863,0.004316493,0.3013378],"category_scores_gemma":[0.00931073,0.001210544,0.001855706,0.01166155,0.0008853821,0.003301227,0.004213133,0.002386854,0.3974372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502982,"about_ca_system_score_gemma":0.003010446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.024824,"about_ca_topic_score_gemma":0.02970506,"domain_scores_codex":[0.9987345,0.0002033524,0.0001058066,0.0004432579,0.0002615213,0.0002514645],"domain_scores_gemma":[0.9971833,0.0008784497,0.0002656615,0.0006921472,0.0006131459,0.0003672676],"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":[0.00004767828,0.00001030879,0.0001886666,0.0006785895,0.00001888681,0.000009201949,0.00001477631,0.0001414286,0.00005383051,0.0004662087,0.9974331,0.0009372468],"study_design_scores_gemma":[0.0002776094,0.00001409746,0.000930218,0.0003319554,0.00002073042,0.00001824578,0.00004337348,0.0002439352,0.0002356124,0.00189491,0.9959623,0.00002711007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002526751,0.00005889328,0.00003273319,0.00005710604,0.0000168034,0.00000522432,0.9985684,0.0005349359,0.0007006151],"genre_scores_gemma":[0.0002289992,0.00008754557,0.0001479292,0.00007825979,0.00001121041,0.00005978698,0.9983708,0.0002500698,0.0007652992],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6986622,"threshold_uncertainty_score":0.9965568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205139477302599,"score_gpt":0.2556610648033874,"score_spread":0.2436096700303614,"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."}}