{"id":"W7147553447","doi":"10.5281/zenodo.19356615","title":"Calidris subruficollis","year":2018,"lang":"","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":"Bay; Calidris; Arctic; The arctic; Circumpolar star; Peninsula","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":[0.0001006353,0.0006619012,0.0003797739,0.001905046,0.001901834,0.0005249998,0.000694939,0.000349294,0.008323789],"category_scores_gemma":[0.0003629041,0.0001732647,0.000146483,0.0008464169,0.0004453141,0.0005222522,0.0009188516,0.0004174902,0.001987076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752621,"about_ca_system_score_gemma":0.0006037885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05043274,"about_ca_topic_score_gemma":0.2013478,"domain_scores_codex":[0.9997681,0.000007897731,0.00001088378,0.00009260532,0.00007837007,0.00004219133],"domain_scores_gemma":[0.9998165,0.00001650223,0.00006933793,0.00001134003,0.00005569318,0.00003064836],"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":[0.0004486367,0.00025869,0.1861684,0.00144685,0.00008296436,0.003299514,0.003200491,0.0007005078,0.05670711,0.00285417,0.02105533,0.7237773],"study_design_scores_gemma":[0.00006345993,0.0002358819,0.805835,0.0005341783,0.0001005097,0.003584375,0.002311171,0.0008443479,0.003216289,0.0008511714,0.1823842,0.00003929026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7755315,0.01049332,0.002936297,0.0005803625,0.0002684253,0.0004259624,0.005039041,0.0005607108,0.2041645],"genre_scores_gemma":[0.9715405,0.001762299,0.003284328,0.0004415107,0.0001009662,0.0001419812,0.003529757,0.00003528262,0.01916338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05043274,"threshold_uncertainty_score":0.1002784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962073941936007,"score_gpt":0.2146648219654437,"score_spread":0.1850440825460836,"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."}}