{"id":"W4398974318","doi":"10.7910/dvn/v1rjpf/ofa5ke","title":"iqa20150503_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mathematics","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":[0.001623974,0.003261671,0.002318247,0.005632377,0.001363351,0.006701666,0.004946894,0.004023489,0.2674602],"category_scores_gemma":[0.01019011,0.001174708,0.001859977,0.01049086,0.0008828217,0.002915107,0.00469098,0.002398184,0.336868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348733,"about_ca_system_score_gemma":0.002685328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038575,"about_ca_topic_score_gemma":0.04163473,"domain_scores_codex":[0.9986169,0.0002626244,0.0001451797,0.0003935806,0.0002829955,0.0002986951],"domain_scores_gemma":[0.9966391,0.0009398654,0.0003259039,0.0008359284,0.0007294741,0.0005296526],"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":[0.00003054624,0.00001033037,0.0002529865,0.0004407454,0.00001730423,0.000008720626,0.00001840765,0.0001092849,0.00003539997,0.0003907061,0.9978403,0.0008451616],"study_design_scores_gemma":[0.0002877219,0.00001671656,0.001619799,0.000374544,0.00002502971,0.00002528742,0.00009272346,0.0002867369,0.000175049,0.00175811,0.9953092,0.00002921153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003202228,0.00003927914,0.00002746366,0.00007321317,0.00002514313,0.000005779661,0.998892,0.0003154066,0.00058962],"genre_scores_gemma":[0.0002279427,0.00005916594,0.0001230603,0.0000772794,0.0000158338,0.00006183171,0.9984804,0.0001383934,0.0008161145],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7325398,"threshold_uncertainty_score":0.8947435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260675851730183,"score_gpt":0.2943871045733302,"score_spread":0.2617803460560284,"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."}}