{"id":"W6912602609","doi":"10.5281/zenodo.5633122","title":"Lagenophrys discoidea Kellicott 1887","year":2016,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swamp; Structural basin; Lake district; Hydrology (agriculture); New england","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":[0.00007804104,0.0004355239,0.0003044722,0.001051172,0.001520166,0.0004582017,0.000422277,0.0004169732,0.01654373],"category_scores_gemma":[0.0002603601,0.000207805,0.0001105464,0.0007458417,0.0006220333,0.0009895472,0.0005919461,0.0005430094,0.007913548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476789,"about_ca_system_score_gemma":0.0004461845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167324,"about_ca_topic_score_gemma":0.02955647,"domain_scores_codex":[0.9998831,0.000008806746,0.00001089664,0.00003906437,0.00004331481,0.0000149817],"domain_scores_gemma":[0.9998995,0.00001504592,0.00003510947,0.00001116975,0.00003010468,0.000008922678],"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":[0.0004408423,0.00008492058,0.02703674,0.00151936,0.00003274492,0.001947994,0.003169449,0.0004980563,0.02961762,0.008141459,0.05117425,0.8763365],"study_design_scores_gemma":[0.0000715861,0.0001570143,0.1351921,0.0008069143,0.0000717268,0.005372766,0.00203992,0.0003295964,0.002971901,0.001836147,0.8511209,0.00002956001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2181744,0.0239971,0.01088217,0.001073821,0.00124418,0.0007499321,0.005299824,0.0005309616,0.7380476],"genre_scores_gemma":[0.8650945,0.01094247,0.007408841,0.001120378,0.0002402939,0.0002693483,0.003594089,0.00008182523,0.1112481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01654373,"threshold_uncertainty_score":0.05534434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977128812789757,"score_gpt":0.215748114812801,"score_spread":0.1959768266849035,"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."}}