{"id":"W4393879898","doi":"10.5281/zenodo.6478249","title":"CCG Starter Data Kit: Philippines","year":2022,"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; Business; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003900906,0.0003360266,0.0005610762,0.000370958,0.009409732,0.0001141175,0.004736007,0.0003995172,0.6397545],"category_scores_gemma":[0.004396961,0.0003365926,0.00006697144,0.000605248,0.0001958463,0.0002340058,0.01199886,0.002554568,0.05390071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944211,"about_ca_system_score_gemma":0.00005514577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008140408,"about_ca_topic_score_gemma":0.00002435619,"domain_scores_codex":[0.9919683,0.004113732,0.0009502568,0.001109268,0.0005846639,0.001273738],"domain_scores_gemma":[0.9952391,0.0002692321,0.0005325657,0.002898804,0.0005385059,0.0005217798],"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":[0.0001166693,0.0001097723,0.000002511754,0.0006794849,0.00004739242,0.00002821781,0.0001632976,0.000003461474,0.000003164705,0.0001813759,0.9931457,0.005518947],"study_design_scores_gemma":[0.00057146,0.0002587519,0.0001299186,0.00007545815,0.00004299134,0.00004239649,0.0004502105,0.00003934045,7.331223e-8,0.0001243487,0.9979795,0.0002855634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003937494,0.0003191886,0.00006089641,0.003843349,0.001383127,0.001216128,0.97382,0.0006096442,0.01870827],"genre_scores_gemma":[0.00003774718,0.001234361,0.00005838889,0.00469061,0.0009987586,3.434055e-7,0.990226,0.001202662,0.001551157],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5858538,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2424729935410675,"score_gpt":0.438538694237417,"score_spread":0.1960657006963495,"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."}}