{"id":"W4393708548","doi":"10.5281/zenodo.3994998","title":"Drum and Percussion Kits","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Percussion; Drum; Computer science; Engineering; Acoustics; Physics; Mechanical engineering","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005400702,0.0001301458,0.0001399247,0.0002271112,0.003533391,0.0006853277,0.0008299681,0.0002597109,0.01801944],"category_scores_gemma":[0.001824703,0.0001320473,0.00003322342,0.0004450907,0.0003951841,0.0001626923,0.0005463037,0.0005170744,0.0129199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433675,"about_ca_system_score_gemma":0.00001571697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006834,"about_ca_topic_score_gemma":0.00001437563,"domain_scores_codex":[0.9984098,0.0004325976,0.0001793709,0.000377768,0.000347832,0.0002525954],"domain_scores_gemma":[0.9990442,0.00002546856,0.0001168792,0.0002829589,0.0003304801,0.0001999652],"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":[0.00000698555,0.00003920486,3.58342e-7,0.00002701619,0.00001206656,0.000003451418,0.001652853,8.257433e-8,0.00003712701,0.004813498,0.968732,0.02467536],"study_design_scores_gemma":[0.0001052089,0.00007635083,0.00002979643,0.00003107924,0.0000168495,0.00001141248,0.002546723,0.000003730975,0.00001112391,0.0003329041,0.9966959,0.0001388755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003177236,0.000111911,0.00008012335,0.02090336,0.0004620611,0.000649957,0.9311119,0.001164855,0.04519811],"genre_scores_gemma":[0.003332033,0.001127083,0.00004313061,0.0004670641,0.0003484224,4.853716e-8,0.9936281,0.0003696538,0.0006844737],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06251618,"threshold_uncertainty_score":0.9977639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354372781382471,"score_gpt":0.3035945723375069,"score_spread":0.2600508445236822,"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."}}