{"id":"W6949428292","doi":"10.5281/zenodo.13126865","title":"Linked collectors and determiners for: New Brunswick Museum - Amphibian and Reptiles.","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amphibian; Biodiversity; Natural (archaeology); Citizen science; Natural history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428518,0.001848622,0.001489166,0.005758431,0.001241671,0.002533972,0.003521927,0.00140832,0.1302036],"category_scores_gemma":[0.00680767,0.001183697,0.0006592429,0.01240815,0.0005512118,0.001402796,0.00207727,0.002160095,0.09695091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006064275,"about_ca_system_score_gemma":0.01005516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3078493,"about_ca_topic_score_gemma":0.502862,"domain_scores_codex":[0.9987918,0.0000976565,0.0001492931,0.0003614062,0.0003347928,0.0002650397],"domain_scores_gemma":[0.995653,0.0005908076,0.0005016286,0.0009188884,0.001867642,0.0004681082],"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":[0.00002018985,0.000005249346,0.0008439442,0.0003168768,0.00001351498,0.00001398797,0.0000291277,0.00008327809,0.0001026439,0.0004516468,0.9963664,0.001753145],"study_design_scores_gemma":[0.00006031117,0.000002876388,0.004417022,0.0002126193,0.00001274262,0.00001861499,0.00007730649,0.00008631848,0.0002773912,0.0005503682,0.9942648,0.00001968112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000417664,0.00002019997,0.00003876943,0.0000255723,0.00001301054,0.000007259933,0.9990845,0.000109688,0.0006592045],"genre_scores_gemma":[0.0002555373,0.0000316562,0.0002839952,0.00002800813,0.000003229598,0.00006092455,0.9978845,0.00009379817,0.001358495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6921507,"threshold_uncertainty_score":0.6121149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633751045893826,"score_gpt":0.2513693637434001,"score_spread":0.2150318532844619,"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."}}