{"id":"W6931405252","doi":"10.5281/zenodo.6350809","title":"li-lab-mcgill/covid-npi: EpiTopic release","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Action (physics); Context (archaeology); Identification (biology); Perspective (graphical)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001527384,0.001486976,0.001425194,0.001368801,0.001258159,0.002832277,0.003941369,0.001808378,0.4957547],"category_scores_gemma":[0.002301918,0.001035801,0.0007190219,0.001975785,0.0005241832,0.002429226,0.002188122,0.002332054,0.5568476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052342,"about_ca_system_score_gemma":0.001332261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782286,"about_ca_topic_score_gemma":0.008245669,"domain_scores_codex":[0.9989645,0.00008500811,0.00003166144,0.0001664684,0.0006230656,0.0001292832],"domain_scores_gemma":[0.99814,0.0001927041,0.00006612318,0.000757162,0.0004869523,0.0003571489],"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":[0.0002639964,0.00004181066,0.0001515577,0.0002814199,0.00001584526,0.00006038434,0.00005039828,0.000448098,0.01419506,0.008582534,0.9458408,0.03006812],"study_design_scores_gemma":[0.00005458171,0.00003713051,0.000221147,0.00002382918,0.00000890304,0.00007713634,0.00001651078,0.001352799,0.01464526,0.001490373,0.9820456,0.00002673398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.003529774,0.001244933,0.04596764,0.001817456,0.001561186,0.0004196234,0.1588778,0.09374742,0.6928342],"genre_scores_gemma":[0.02475854,0.001140484,0.02126913,0.0008679596,0.0002775495,0.0008695172,0.1748578,0.07498481,0.7009743],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.4957547,"threshold_uncertainty_score":0.7192447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864921633525481,"score_gpt":0.2406434747811362,"score_spread":0.2119942584458814,"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."}}