{"id":"W4393442484","doi":"10.5281/zenodo.5102913","title":"Dataset Caries/Stable Isotopes Alkmaar and Blokhuizen","year":2021,"lang":"en","type":"dataset","venue":"VU Research Portal","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental science; Chemistry; Mathematics; Geology; Radiochemistry","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":[0.0009854997,0.001763738,0.001731429,0.003274724,0.0006641744,0.001987699,0.002470045,0.003039801,0.06505714],"category_scores_gemma":[0.007840513,0.0008363887,0.001766288,0.006012546,0.0003597967,0.0008914797,0.001532403,0.001495916,0.05413357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208398,"about_ca_system_score_gemma":0.00210076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03080891,"about_ca_topic_score_gemma":0.05023323,"domain_scores_codex":[0.999191,0.0001387748,0.0001205443,0.000271346,0.0001742663,0.000104075],"domain_scores_gemma":[0.9979137,0.0008205126,0.0002763817,0.0003721007,0.000464193,0.0001531421],"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":[0.0001989955,0.00004447929,0.002145414,0.004056178,0.0001927881,0.0000566876,0.00003286441,0.0008044848,0.0002411613,0.0006217961,0.9861428,0.005462291],"study_design_scores_gemma":[0.0007774318,0.00003528056,0.01383733,0.001323002,0.0002101264,0.0001196251,0.00006312629,0.0006389724,0.000405166,0.00190839,0.9806291,0.00005249219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001209415,0.0001053138,0.00003135572,0.00003718399,0.000009602405,0.000006776624,0.9993674,0.00008381908,0.0002375847],"genre_scores_gemma":[0.0004973267,0.00009778165,0.0002314577,0.0000411842,0.000004586132,0.00007080824,0.998686,0.00002967629,0.0003411603],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06505714,"threshold_uncertainty_score":0.2176378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363947578667948,"score_gpt":0.5244708945661344,"score_spread":0.2880761366993395,"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."}}