{"id":"W6912215448","doi":"10.5281/zenodo.4762931","title":"Alloperla concolor Ricker","year":2010,"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":"Limiting; Hyporeflexia; Buckle","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":[0.0001050904,0.0005755276,0.0002368766,0.001603609,0.0008110363,0.000268048,0.0005909926,0.0003398364,0.02895701],"category_scores_gemma":[0.0002610561,0.0002539435,0.000177517,0.0004961078,0.0004102447,0.0006342657,0.0005961367,0.0003560961,0.01184475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431458,"about_ca_system_score_gemma":0.0001919308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367241,"about_ca_topic_score_gemma":0.01612767,"domain_scores_codex":[0.9998353,0.00001828401,0.00001336787,0.00006618446,0.00004154939,0.00002525849],"domain_scores_gemma":[0.9997819,0.00002226593,0.00009550188,0.00003016957,0.00005583622,0.00001446503],"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":[0.0004213025,0.0001452562,0.02526323,0.001041832,0.00004536574,0.002779059,0.001543661,0.0004242947,0.0667303,0.003788101,0.06214686,0.8356708],"study_design_scores_gemma":[0.00006865056,0.0003050986,0.2609453,0.000671586,0.00005990618,0.01367034,0.001682902,0.0004302116,0.01027401,0.001310739,0.7105154,0.00006583216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3222754,0.01061758,0.005579684,0.000882875,0.0003601511,0.0004903986,0.004903259,0.002540497,0.6523502],"genre_scores_gemma":[0.8872363,0.002711371,0.008530953,0.000950362,0.0001695046,0.0001771066,0.002323909,0.0002075098,0.09769294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02895701,"threshold_uncertainty_score":0.09687084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653709607962413,"score_gpt":0.2023313216180928,"score_spread":0.1857942255384686,"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."}}