{"id":"W6893794721","doi":"10.5281/zenodo.3867711","title":"Leptoiulus deubeli","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); Natural (archaeology); 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":[0.0001147308,0.0003979514,0.0002782232,0.001103011,0.0008958,0.000383444,0.0005077319,0.0003671168,0.01711305],"category_scores_gemma":[0.0003467045,0.0001551588,0.0001455013,0.0004390577,0.0002802403,0.0007817534,0.0008008586,0.000370573,0.005098282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603034,"about_ca_system_score_gemma":0.0001883785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007190669,"about_ca_topic_score_gemma":0.01301331,"domain_scores_codex":[0.9998606,0.00001374056,0.00001281512,0.00004075013,0.0000472579,0.00002475357],"domain_scores_gemma":[0.9998335,0.00003401346,0.00007252171,0.00001246203,0.00002504539,0.00002258915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005906798,0.0001296535,0.04414082,0.0009326768,0.00007700391,0.002877141,0.0009054568,0.001023392,0.08029819,0.01040012,0.03218601,0.8264388],"study_design_scores_gemma":[0.00007234127,0.0005791575,0.4444767,0.0009255136,0.00008933534,0.01019414,0.001275521,0.001534788,0.01282758,0.002943467,0.5250172,0.00006436092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3808341,0.02609373,0.008018827,0.0009925888,0.0008403169,0.0003615965,0.005361623,0.0004960921,0.5770012],"genre_scores_gemma":[0.9186606,0.004010129,0.005076534,0.0006279983,0.0002202059,0.0001994902,0.004244506,0.00003264971,0.06692776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01711305,"threshold_uncertainty_score":0.05724889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828243044039864,"score_gpt":0.2530431671333173,"score_spread":0.2147607366929186,"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."}}