{"id":"W4238477344","doi":"10.1515/iupac.81.0509","title":"Leslie Matrix","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880531,0.002257488,0.001395922,0.003900554,0.00162933,0.004953675,0.003484765,0.002210266,0.1501459],"category_scores_gemma":[0.0154393,0.0008855446,0.002013207,0.006510706,0.0006067323,0.003643172,0.003461434,0.002820203,0.2100977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678368,"about_ca_system_score_gemma":0.003412315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006372,"about_ca_topic_score_gemma":0.05355972,"domain_scores_codex":[0.9976163,0.0004902026,0.0002782381,0.0008320622,0.0005240961,0.0002590763],"domain_scores_gemma":[0.995487,0.001387984,0.0002721755,0.001316863,0.00120036,0.0003355383],"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":[0.00006881281,0.00002137262,0.0009414199,0.000404673,0.00002516033,0.00002283139,0.00003017768,0.0003027807,0.00005798749,0.001319228,0.9916326,0.005173059],"study_design_scores_gemma":[0.000135216,0.00001702664,0.001501764,0.0002922695,0.00001706961,0.00006928841,0.00009816317,0.0009224211,0.0002251761,0.0042263,0.9924711,0.00002429014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000253547,0.0001701219,0.0004105614,0.0002907573,0.00007345645,0.00003346684,0.9939512,0.001882414,0.002934473],"genre_scores_gemma":[0.0006762663,0.0001462172,0.001365351,0.0001613731,0.00001660595,0.0001169793,0.9954967,0.0002856884,0.00173476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1501459,"threshold_uncertainty_score":0.5022882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309860546097876,"score_gpt":0.4057163787685714,"score_spread":0.3926177733075927,"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."}}