{"id":"W4394043749","doi":"10.5281/zenodo.7540259","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003773434,0.0003454934,0.0005801063,0.0004157136,0.006015233,0.0001335888,0.004136871,0.0005901997,0.03479898],"category_scores_gemma":[0.006745033,0.0003319058,0.0000652301,0.0007439859,0.0002171733,0.0002300538,0.008286619,0.001971043,0.4100691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207548,"about_ca_system_score_gemma":0.00004635529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282523,"about_ca_topic_score_gemma":0.00006053514,"domain_scores_codex":[0.9932836,0.002745814,0.0009752327,0.001105887,0.0005037882,0.001385666],"domain_scores_gemma":[0.9950812,0.0003430348,0.0004722966,0.002793257,0.000743286,0.0005669165],"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":[0.00007966434,0.00006517999,0.000002179177,0.0009029959,0.00005044168,0.00003006097,0.000114839,0.000002117753,0.000003574263,0.0001351578,0.9938188,0.004794994],"study_design_scores_gemma":[0.0005250491,0.000174395,0.0003177974,0.000220942,0.00004118814,0.00002254316,0.0003025953,0.00007095716,9.696561e-8,0.0001859748,0.9978591,0.0002793389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003729116,0.0001633077,0.00007914654,0.004543114,0.001617322,0.001174767,0.9801471,0.001175412,0.01106258],"genre_scores_gemma":[0.0000239268,0.001530954,0.0000624029,0.002962144,0.001621034,2.239424e-7,0.9897237,0.001581464,0.002494092],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3752702,"threshold_uncertainty_score":0.9999133,"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."}}