{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554126,0.002522169,0.001544763,0.006307774,0.000792313,0.002046263,0.002566949,0.001714514,0.1654373],"category_scores_gemma":[0.008972979,0.001173409,0.001304802,0.01144124,0.0004959558,0.001554609,0.002247511,0.002007764,0.1928671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663005,"about_ca_system_score_gemma":0.003803715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06166272,"about_ca_topic_score_gemma":0.07745296,"domain_scores_codex":[0.99896,0.0002255661,0.00011536,0.0002370671,0.0002653978,0.0001965292],"domain_scores_gemma":[0.9948249,0.001016277,0.0005540532,0.001162533,0.001690587,0.0007517546],"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":[0.00003975393,0.00001156003,0.0004224257,0.0002486458,0.00001775034,0.00001202906,0.00001693999,0.0002093082,0.00004526979,0.0001315718,0.9974484,0.001396431],"study_design_scores_gemma":[0.0003543766,0.00002450616,0.005278256,0.0003157624,0.00004510568,0.00005003954,0.0001154024,0.0007970111,0.0004255802,0.0009870682,0.9915518,0.00005526821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007364851,0.00002781994,0.00004698169,0.00003897386,0.00001092568,0.00001142006,0.9989107,0.0004931856,0.000386412],"genre_scores_gemma":[0.0003406882,0.00004830981,0.0002801695,0.00005514939,0.000007427197,0.0001219927,0.9977252,0.0003557123,0.001065316],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1654373,"threshold_uncertainty_score":0.5534427,"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."}}