{"id":"W6893813153","doi":"10.5281/zenodo.5413415","title":"Pachybrachis bivittatus","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Larva; Organism; Life history; Litter","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":[0.00008194808,0.0006358927,0.0002302657,0.001658519,0.0008673121,0.0004525964,0.0006528243,0.0003370641,0.03828444],"category_scores_gemma":[0.0001945375,0.0001881008,0.0002340927,0.001182055,0.0003701354,0.0005454695,0.0006172603,0.0003263275,0.01645175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903335,"about_ca_system_score_gemma":0.0003465939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904501,"about_ca_topic_score_gemma":0.04307472,"domain_scores_codex":[0.9998338,0.00001272288,0.00001559738,0.00004624376,0.00005632266,0.00003514496],"domain_scores_gemma":[0.999858,0.00000532759,0.00004324633,0.00001061664,0.00006465437,0.00001809582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007738961,0.000127879,0.1745624,0.001849786,0.00009162878,0.0008834822,0.001652963,0.0008460093,0.01088251,0.002742343,0.07015574,0.7354314],"study_design_scores_gemma":[0.00002775792,0.0002119757,0.6337737,0.0003339419,0.00008096639,0.002253655,0.002497825,0.0005445579,0.001647614,0.001121418,0.3574734,0.00003319547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3509758,0.006289084,0.006106364,0.001110793,0.001033294,0.0006431611,0.03350799,0.001992997,0.5983405],"genre_scores_gemma":[0.896461,0.001845429,0.00656758,0.0006105742,0.0001353826,0.0002180317,0.0256859,0.0001482352,0.06832788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03828444,"threshold_uncertainty_score":0.1280742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448254723231785,"score_gpt":0.1875581490551586,"score_spread":0.1730756018228407,"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."}}