{"id":"W6912328809","doi":"10.5281/zenodo.3867415","title":"Leptoiulus carpinorum Verhoeff 1929","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Litter; Habitat; Vegetation (pathology)","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":[0.00008243559,0.000514286,0.000171244,0.001855442,0.0008391353,0.0003365833,0.000563214,0.0003485353,0.03435893],"category_scores_gemma":[0.0002317297,0.0001516638,0.0001188207,0.0007762242,0.0003223016,0.0006103849,0.0006632111,0.0002006002,0.008646335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091097,"about_ca_system_score_gemma":0.0001460077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150729,"about_ca_topic_score_gemma":0.01781496,"domain_scores_codex":[0.9998766,0.000008066305,0.00001276005,0.00004026216,0.00003243345,0.00002983094],"domain_scores_gemma":[0.9998897,0.00001752335,0.00005114661,0.000006345863,0.00001722182,0.00001807136],"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":[0.000532174,0.00009030644,0.02551413,0.0005865007,0.00004524773,0.003537197,0.0007892345,0.0005896405,0.03749819,0.004729107,0.03147727,0.894611],"study_design_scores_gemma":[0.00005630882,0.0002553584,0.4572677,0.0005517731,0.00006436025,0.005398625,0.001245495,0.0004531552,0.004033543,0.001662947,0.5289528,0.0000578585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1373304,0.01254064,0.002376121,0.0002731068,0.0003110821,0.0002245417,0.004257796,0.0003963326,0.8422901],"genre_scores_gemma":[0.8771566,0.004214768,0.002598186,0.0002356579,0.000237494,0.0001404326,0.005916395,0.00005795421,0.1094425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03435893,"threshold_uncertainty_score":0.1149421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313685179198055,"score_gpt":0.2475911173273125,"score_spread":0.2144542655353319,"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."}}