{"id":"W6930888209","doi":"10.5281/zenodo.14597180","title":"Krateriske ecuadorensis Huber 2015","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Holotype; Term (time); Identification (biology); Margin (machine learning)","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":[0.0002156155,0.0006122479,0.0004097785,0.001371536,0.001025469,0.0006788779,0.0006745154,0.000400718,0.0295415],"category_scores_gemma":[0.0004434048,0.0001578671,0.0001473611,0.001040742,0.0004901591,0.001111456,0.001142018,0.0005546353,0.003739692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944057,"about_ca_system_score_gemma":0.0003764925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009972812,"about_ca_topic_score_gemma":0.01358184,"domain_scores_codex":[0.9998869,0.00001228362,0.00001406681,0.00003345319,0.00002412916,0.00002920111],"domain_scores_gemma":[0.9999095,0.00001210409,0.00003204264,0.00001214051,0.00002350926,0.00001071956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005807141,0.00008738581,0.01979185,0.001218666,0.00008676226,0.002583364,0.003879845,0.0004511006,0.01236891,0.01647655,0.04901484,0.89346],"study_design_scores_gemma":[0.00006932859,0.00007573982,0.1655174,0.0005787795,0.00008204046,0.001941961,0.002431182,0.0001917932,0.001848783,0.002302006,0.8249356,0.00002550039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2889055,0.04667198,0.00639653,0.002153742,0.001185402,0.0004220605,0.01082711,0.00103379,0.6424038],"genre_scores_gemma":[0.8599006,0.01651669,0.005926645,0.0006696098,0.0004191721,0.0003664997,0.00728978,0.00024016,0.1086709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0295415,"threshold_uncertainty_score":0.09882611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463962975081427,"score_gpt":0.2460728372378049,"score_spread":0.1996765397296622,"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."}}