{"id":"W6967324251","doi":"10.5281/zenodo.10892177","title":"TeloPeakCounter: Initial Release","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Action (physics); Work (physics); Context (archaeology); Component (thermodynamics)","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":[0.002965533,0.002979718,0.002642981,0.004209094,0.001214195,0.004740691,0.005425317,0.002452353,0.4742323],"category_scores_gemma":[0.01084574,0.002915055,0.001549502,0.002830483,0.0006775457,0.0052275,0.002710287,0.003301495,0.4811966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170342,"about_ca_system_score_gemma":0.001413855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285497,"about_ca_topic_score_gemma":0.001796657,"domain_scores_codex":[0.9971294,0.0002859463,0.0002412999,0.0005405366,0.001463611,0.0003392469],"domain_scores_gemma":[0.9955763,0.0009581093,0.0002419482,0.0009000016,0.001973676,0.0003499952],"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":[0.0004345638,0.00003751123,0.0003169721,0.0004539429,0.0000425049,0.00006007785,0.00005446247,0.0002966824,0.004675334,0.002536524,0.948245,0.04284627],"study_design_scores_gemma":[0.0002259818,0.00005434363,0.0006327706,0.0001057117,0.00004852201,0.0002138392,0.00002114298,0.003233208,0.02549599,0.004229149,0.9655795,0.0001598522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001969956,0.0006989574,0.09140057,0.0006657468,0.0009810855,0.0004798811,0.1103964,0.7307617,0.06264571],"genre_scores_gemma":[0.01834051,0.0006026267,0.0580613,0.000939835,0.0004404246,0.001488874,0.2323551,0.5379089,0.1498624],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4742323,"threshold_uncertainty_score":0.7499438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509044928265106,"score_gpt":0.2755740722722308,"score_spread":0.2404836229895797,"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."}}