{"id":"W4393889331","doi":"10.5281/zenodo.5139543","title":"CCG Starter Data Kit: Philippines","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Starter; Biology; Food science","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","sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002947346,0.0003449857,0.0006237669,0.0002802357,0.005673949,0.000163394,0.003561157,0.0005940512,0.113606],"category_scores_gemma":[0.006285074,0.000336951,0.00007111202,0.0005868553,0.0002046197,0.000239104,0.008200293,0.002056414,0.08367506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282964,"about_ca_system_score_gemma":0.00007005531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005535442,"about_ca_topic_score_gemma":0.00003798095,"domain_scores_codex":[0.9926132,0.00352348,0.0009664443,0.001150763,0.0004831743,0.00126296],"domain_scores_gemma":[0.9945847,0.0002550253,0.0004679858,0.003064603,0.001049894,0.0005777802],"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":[0.00006600172,0.0001038269,0.000002620896,0.0009335115,0.00005405838,0.00004476585,0.0001114716,0.000001417656,0.000007366889,0.0001210918,0.9925427,0.006011127],"study_design_scores_gemma":[0.0005425561,0.0001367927,0.0001696027,0.0002564724,0.00004738472,0.00005103399,0.0003800228,0.00004265491,3.00282e-7,0.00008773865,0.9980013,0.0002841085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004788185,0.0005703834,0.0001314297,0.004143275,0.001266933,0.0009088829,0.9749053,0.0004920593,0.01753384],"genre_scores_gemma":[0.00004258752,0.001879088,0.0001379512,0.004562929,0.001558107,1.584489e-7,0.9892921,0.001092126,0.001434922],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02993094,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484915395125772,"score_gpt":0.441979433568576,"score_spread":0.1934878940559988,"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."}}