{"id":"W4393430892","doi":"10.5281/zenodo.5139542","title":"CCG Starter Data Kit: Philippines","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"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":[0.001566643,0.002542642,0.001532337,0.006317022,0.0008022674,0.002073678,0.002549147,0.001728593,0.1649909],"category_scores_gemma":[0.008977178,0.001184781,0.001329376,0.01127036,0.0005009374,0.001556575,0.002256136,0.002039753,0.196838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655866,"about_ca_system_score_gemma":0.003849678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0630158,"about_ca_topic_score_gemma":0.0787278,"domain_scores_codex":[0.9989315,0.0002287187,0.0001181678,0.000238824,0.0002793464,0.0002034443],"domain_scores_gemma":[0.9947228,0.001009704,0.0005517671,0.001215747,0.001743635,0.0007564034],"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":[0.00003971197,0.00001130168,0.0004053461,0.0002267089,0.00001694844,0.0000118561,0.00001617454,0.0002028395,0.00004507618,0.0001271571,0.9975415,0.001355314],"study_design_scores_gemma":[0.0003558367,0.00002464672,0.005258013,0.0003030077,0.00004381021,0.00005050196,0.0001140317,0.0008078418,0.0004430282,0.0009900964,0.991554,0.00005524268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007741367,0.00002824208,0.00004896856,0.00004109912,0.00001177591,0.00001163717,0.9988426,0.0005232255,0.0004150533],"genre_scores_gemma":[0.0003524113,0.00004798863,0.0002816685,0.0000562062,0.00000796049,0.0001219872,0.9976171,0.0003722589,0.00114243],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1649909,"threshold_uncertainty_score":0.5519495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.293024979097094,"score_gpt":0.4552307122658867,"score_spread":0.1622057331687927,"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."}}