{"id":"W6949738549","doi":"10.5281/zenodo.3867795","title":"Xestoiulus pirinicus","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); Process (computing); Work (physics)","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":[0.00004508745,0.000252248,0.0001255094,0.0004176222,0.0003321534,0.0001218009,0.0001762722,0.0001460285,0.0102085],"category_scores_gemma":[0.0001426808,0.00008120169,0.00008137408,0.0003537806,0.0001729119,0.0002359663,0.0005512636,0.0001266427,0.002680441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487729,"about_ca_system_score_gemma":0.00009496125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990142,"about_ca_topic_score_gemma":0.005220807,"domain_scores_codex":[0.9999443,0.000004775013,0.000008388293,0.00001713518,0.00001574313,0.000009733319],"domain_scores_gemma":[0.9999491,0.00000453148,0.00002369951,0.000004580665,0.000009481289,0.000008500334],"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":[0.001304181,0.0002339107,0.1796495,0.001013346,0.00006213606,0.001561034,0.0008443863,0.0005350865,0.1725186,0.001822626,0.007122529,0.6333327],"study_design_scores_gemma":[0.0000440702,0.000723778,0.9537021,0.0001131292,0.00002748042,0.001937754,0.0004524961,0.0002554825,0.005128947,0.0002357245,0.03736689,0.00001220408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662203,0.001861722,0.0008985223,0.00008664713,0.00005478876,0.00008201536,0.001893102,0.0001707602,0.1287321],"genre_scores_gemma":[0.9832113,0.0007300806,0.001084273,0.00006015719,0.00001947212,0.00005638197,0.002187994,0.000008418014,0.01264201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102085,"threshold_uncertainty_score":0.03415078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166492835498684,"score_gpt":0.2586117214131382,"score_spread":0.2169467930581514,"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."}}