{"id":"W4244144078","doi":"10.1515/iupac.88.0445","title":"Amphibian Metamorphosis Assay","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Computer science; Biology; Linguistics; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009794583,0.0005476833,0.000776902,0.00008935927,0.0003962734,0.0001036005,0.00131413,0.0007124658,0.04628303],"category_scores_gemma":[0.0005480914,0.0004310211,0.0003120882,0.0001075028,0.0009445564,0.0001290116,0.0008584883,0.0006244435,0.00024241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307187,"about_ca_system_score_gemma":0.0001654132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158893,"about_ca_topic_score_gemma":0.009177662,"domain_scores_codex":[0.996841,0.0001788887,0.0004480359,0.0008946762,0.001011586,0.0006258565],"domain_scores_gemma":[0.9972694,0.00006481136,0.0005059414,0.001809224,0.00004057345,0.0003100383],"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":[0.00004187596,0.0001571532,0.0004015564,0.00002114067,0.00007422517,0.0001069271,0.000006701126,0.000004448296,0.00004785989,7.951185e-7,0.994512,0.004625379],"study_design_scores_gemma":[0.0003901198,0.0001512073,0.001234611,0.00005962036,0.0001471507,0.00003317128,0.000009988104,0.000007550832,0.00002560839,0.00004417619,0.997355,0.0005418316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002695627,0.0002655833,0.0000273068,0.0005523142,0.001117566,0.0002964832,0.9964069,0.00005835011,0.001006002],"genre_scores_gemma":[0.0001690984,0.0005952354,0.0001488988,0.0005525035,0.0005934883,0.00001513662,0.9939622,0.0000399827,0.0039234],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04604062,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570822743239446,"score_gpt":0.3720599910927244,"score_spread":0.3563517636603299,"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."}}