{"id":"W4398862358","doi":"10.7910/dvn/v1rjpf/hkiovr","title":"iqa20150126_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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003630777,0.0003587149,0.000488407,0.00005887351,0.001278854,0.0004284665,0.001038029,0.0003109516,0.1596151],"category_scores_gemma":[0.002163586,0.0003223784,0.0001745964,0.0002597767,0.0006018993,0.0003342763,0.0004876479,0.0004657206,0.7070131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146078,"about_ca_system_score_gemma":0.0003880435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00658366,"about_ca_topic_score_gemma":0.002432249,"domain_scores_codex":[0.9975636,0.0002522991,0.0003615522,0.0005902871,0.0006886351,0.0005436068],"domain_scores_gemma":[0.9984735,0.0001628424,0.0002202933,0.0006140965,0.0001804918,0.0003487276],"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":[0.00001867906,0.00003604065,0.00001159261,0.00007687068,0.0001105706,0.0001520164,0.00341894,2.019547e-7,3.299811e-7,0.000728473,0.9953135,0.00013275],"study_design_scores_gemma":[0.0002091495,0.00003206564,0.00001921321,0.00006195395,0.000171336,0.000001345922,0.001916689,0.000001045571,5.091183e-7,0.00009469067,0.9970707,0.00042128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000003485804,0.000001642327,0.000001660944,0.00003452854,0.002729337,0.0003225683,0.9871753,0.0001380199,0.009593462],"genre_scores_gemma":[0.00001445427,0.001742812,0.0002224018,0.001661849,0.003610625,0.00002440869,0.9893427,0.00001701655,0.003363657],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.547398,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286842488059658,"score_gpt":0.2948866536379759,"score_spread":0.2620182287573793,"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."}}