{"id":"W6950044899","doi":"10.5281/zenodo.5601578","title":"Prosopium cylindraceum","year":2021,"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":"","funders":"","keywords":"Estuary; Brackish water; Arctic; Fish migration; The arctic; River valley","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":[0.00006790591,0.0007061592,0.000150035,0.000845011,0.0008077183,0.0002447993,0.0003597721,0.000256226,0.01022691],"category_scores_gemma":[0.0001453056,0.0001538376,0.0001520322,0.0004027282,0.000198161,0.00052997,0.000620913,0.0002913423,0.00470409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720871,"about_ca_system_score_gemma":0.0001290269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007469391,"about_ca_topic_score_gemma":0.01534887,"domain_scores_codex":[0.9999344,0.000006148814,0.000005343925,0.00002775981,0.0000169504,0.000009401771],"domain_scores_gemma":[0.9999143,0.000009966377,0.00003294035,0.0000110106,0.00001800935,0.00001377982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001204235,0.0002955813,0.04660654,0.0009760408,0.0001093718,0.004874485,0.0007887942,0.001488052,0.6500942,0.00331254,0.01314985,0.2771005],"study_design_scores_gemma":[0.0000936526,0.0007159578,0.7478896,0.0001827442,0.0001174849,0.009859124,0.001324067,0.001124165,0.02355512,0.001084504,0.2140009,0.00005265659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971935,0.001991849,0.003388065,0.0002723916,0.0001587935,0.0002106662,0.007520942,0.0003572522,0.1889066],"genre_scores_gemma":[0.9646077,0.000697231,0.002104821,0.0002302996,0.00003253395,0.0000751495,0.00469143,0.0000414221,0.02751929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022691,"threshold_uncertainty_score":0.03421241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811714909693169,"score_gpt":0.2339820554842288,"score_spread":0.2058649063872971,"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."}}