{"id":"W4394525730","doi":"10.6084/m9.figshare.19083239.v2","title":"Silene herbarium phenology","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Phenology; Silene; Geography; Botany; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003168334,0.0002017541,0.0002781482,0.00001137779,0.000378161,0.00002004061,0.0005620462,0.0002875331,0.9789121],"category_scores_gemma":[0.0002955906,0.00007879776,0.00009602639,0.0001323448,0.000010217,0.0000315993,0.0006173987,0.0004459587,0.004754332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000296625,"about_ca_system_score_gemma":0.00001484251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006840095,"about_ca_topic_score_gemma":0.002082876,"domain_scores_codex":[0.9990166,0.00007605933,0.0001456186,0.0003499036,0.0001053977,0.0003063646],"domain_scores_gemma":[0.9993026,0.0004084247,0.0001391145,0.00007541032,0.00002612219,0.00004830043],"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":[0.000006009848,0.00003862935,0.00000455915,0.00002265067,0.00003476147,0.00006541798,0.000001026956,4.479639e-7,0.000005098787,3.842263e-7,0.998919,0.000901986],"study_design_scores_gemma":[0.00003562696,0.0001245428,0.001360676,0.0000368385,0.00001362142,0.00001926561,0.00002045271,1.91621e-7,0.000003016848,0.00001399325,0.9981584,0.00021335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001818588,0.0007604461,2.588084e-10,0.0002749455,0.0002243359,0.0001662772,0.9978627,0.00005156061,0.0006415563],"genre_scores_gemma":[0.00002109206,0.00005036781,6.220773e-7,0.0007865425,0.0003592263,0.0005413697,0.9978755,4.609556e-7,0.0003648932],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9741577,"threshold_uncertainty_score":0.9960206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761319659956851,"score_gpt":0.2138795042026415,"score_spread":0.166266307603073,"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."}}