{"id":"W6969794870","doi":"10.5479/si.00963801.33-1589.705\">10.5479/si.00963801.33-1589.705</a&gt","title":"Fresh-water Crustacea from Labrador and Newfoundland","year":2011,"lang":"en","type":"article","venue":"DSpace Repository (Smithsonian)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001464787,0.0002249835,0.0002393246,0.00002528293,0.0002361823,0.00008041404,0.000202982,0.0001385614,0.001385199],"category_scores_gemma":[0.000009222384,0.000169793,0.00005448181,0.00006634538,0.0001550966,0.0002599127,0.0001840292,0.0001640781,0.0005005863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358321,"about_ca_system_score_gemma":0.00001174877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065648,"about_ca_topic_score_gemma":0.01029434,"domain_scores_codex":[0.9985828,0.00008024198,0.0002516368,0.0004584074,0.0002612263,0.0003656236],"domain_scores_gemma":[0.999177,0.00004376007,0.00009870657,0.000449388,0.000008631248,0.0002225215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002960433,0.00004791996,0.9901888,0.0000122712,0.0000313233,0.00009005186,0.005848826,0.00001052892,0.001422576,0.0000988169,0.001314029,0.0009052829],"study_design_scores_gemma":[0.000489844,0.0001083652,0.9842218,0.00004153012,0.00005013088,0.00007607651,0.0007090002,0.002676233,0.003500043,0.0006303989,0.007068979,0.0004275669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592702,0.0001321948,0.0003223666,0.00009350311,0.0004197077,0.0002023374,0.00001826973,0.00007386971,0.03946759],"genre_scores_gemma":[0.9907705,0.00001565929,0.002075892,0.0001127187,0.0001357173,0.00001556109,0.000001577562,0.00003174858,0.006840579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03262701,"threshold_uncertainty_score":0.9995277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008505261808951633,"score_gpt":0.1774797682660296,"score_spread":0.1689745064570779,"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."}}