{"id":"W6931715248","doi":"10.5281/zenodo.4766111","title":"Perlinella drymo","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nymph; Tributary; Spring (device); Foot (prosody)","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":[0.00006845256,0.0005079381,0.000194742,0.0008045089,0.0006493828,0.0003168892,0.0003149874,0.0002565227,0.01040867],"category_scores_gemma":[0.0001451009,0.0001702639,0.0001053,0.0003196574,0.0001193046,0.0005463025,0.0005338465,0.0002775087,0.004162082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477351,"about_ca_system_score_gemma":0.0001053919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113562,"about_ca_topic_score_gemma":0.009833249,"domain_scores_codex":[0.9999011,0.000006034948,0.000006043299,0.00004807043,0.00002680239,0.00001195503],"domain_scores_gemma":[0.9999216,0.000006709529,0.00003454516,0.000008718172,0.00001552863,0.00001295115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007015993,0.0003172587,0.05739199,0.001160996,0.00009342612,0.001605462,0.0009046741,0.0004963208,0.5523661,0.001910268,0.02757678,0.3554751],"study_design_scores_gemma":[0.00008065266,0.0007576072,0.5356184,0.0002187027,0.00009789687,0.005524842,0.0006511596,0.0008584015,0.02103464,0.000883482,0.4342315,0.0000427147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149422,0.008599136,0.006682314,0.0008550482,0.0002745207,0.0002641394,0.0139663,0.001174779,0.1532416],"genre_scores_gemma":[0.9188494,0.002471642,0.006861652,0.0008819173,0.00008466523,0.0001852392,0.007700797,0.00007534024,0.06288937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040867,"threshold_uncertainty_score":0.0348205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025143933811674,"score_gpt":0.261182650507842,"score_spread":0.2309312111697252,"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."}}