{"id":"W6931563326","doi":"10.5281/zenodo.8410438","title":"eic/EICrecon: v1.6.1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Identification (biology); Data collection; Product (mathematics); Selection (genetic algorithm)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004242131,0.004627695,0.00307391,0.003892276,0.002177015,0.008031531,0.0104429,0.003859191,0.5405307],"category_scores_gemma":[0.01891632,0.004830668,0.00331492,0.004477593,0.0009808041,0.009149079,0.007888614,0.004401782,0.7457066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165573,"about_ca_system_score_gemma":0.002220799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074171,"about_ca_topic_score_gemma":0.009911733,"domain_scores_codex":[0.996128,0.0003892192,0.0003127505,0.0009423934,0.001592856,0.0006347587],"domain_scores_gemma":[0.992874,0.0008236644,0.0002143146,0.003080205,0.002445322,0.0005624858],"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":[0.0001073391,0.00001545388,0.0001896459,0.0001993425,0.00002335424,0.00001808562,0.00003664577,0.0001183917,0.0005798029,0.0006252826,0.9909053,0.007181428],"study_design_scores_gemma":[0.0001204488,0.00002776975,0.000773533,0.0001082641,0.00002615684,0.0001062634,0.0000502269,0.0009172484,0.004831502,0.002701023,0.9902276,0.0001099635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000390531,0.0001578756,0.01704473,0.000256531,0.000381617,0.0001709076,0.1353821,0.8247061,0.02150972],"genre_scores_gemma":[0.002495079,0.0001478003,0.01758649,0.0006752246,0.0000901718,0.0004803521,0.304261,0.650714,0.02354991],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5405307,"threshold_uncertainty_score":0.6553772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05178791566458455,"score_gpt":0.2142595542179864,"score_spread":0.1624716385534019,"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."}}