{"id":"W4249770443","doi":"10.1515/iupac.81.0880","title":"Succession","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Relation (database); Ecology; Computer science; Biology; Data mining; Philosophy; Linguistics","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":[0.001654038,0.001816497,0.001312522,0.003561588,0.001289612,0.003569603,0.003114086,0.001671277,0.1429414],"category_scores_gemma":[0.01065906,0.0006043775,0.001606321,0.005140901,0.0004640529,0.003098798,0.002521508,0.002282295,0.1932853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183862,"about_ca_system_score_gemma":0.00294013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295854,"about_ca_topic_score_gemma":0.04416313,"domain_scores_codex":[0.997184,0.0004577671,0.0003326305,0.001048414,0.000614452,0.000362696],"domain_scores_gemma":[0.996064,0.0007249757,0.0003524371,0.001077378,0.001384465,0.0003966719],"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":[0.00008654877,0.0000186592,0.001780073,0.0004494056,0.00001955643,0.00002209829,0.0000266159,0.0001237075,0.00007004101,0.001113885,0.9918023,0.004487165],"study_design_scores_gemma":[0.00009920081,0.00001243521,0.002790148,0.0002874092,0.00001443338,0.00007828735,0.0001059713,0.0002420032,0.0001672422,0.001372573,0.9948126,0.00001764274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002670575,0.0001569114,0.000151936,0.000185406,0.0001016471,0.00003403824,0.9951406,0.0004475423,0.003514881],"genre_scores_gemma":[0.0005820275,0.00009848596,0.0004130549,0.0001428134,0.0000158571,0.00008385237,0.9964662,0.00009049835,0.002107252],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1429414,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009461578864571106,"score_gpt":0.3643418975998909,"score_spread":0.3548803187353198,"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."}}