{"id":"W1602365172","doi":"10.1163/156854002760202651","title":"OCCURRENCE OF CYMBASOMA RIGIDUM THOMPSON, 1888 (COPEPODA, MONSTRILLOIDA) IN ESTUARIES OF THE SOUTHERN GULF OF ST. LAWRENCE, CANADA","year":2002,"lang":"en","type":"article","venue":"Crustaceana","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Carcinology; Geography; Zooplankton; Lolium rigidum; Ecology; Oceanography; Biology; Crustacean; Geology; Decapoda","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":[0.0003079413,0.0001052294,0.0002783458,0.00007019682,0.0000798724,0.000004448722,0.0004925848,0.00009619669,0.004194179],"category_scores_gemma":[0.0002322604,0.00007109669,0.00004741174,0.0003933808,0.0006596306,0.00005167288,0.00004970057,0.0002076616,0.00001243778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006539911,"about_ca_system_score_gemma":0.0003019828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2967668,"about_ca_topic_score_gemma":0.8680614,"domain_scores_codex":[0.9987846,0.000154756,0.0003461785,0.0001791678,0.0002393055,0.000295968],"domain_scores_gemma":[0.9991014,0.0002950983,0.0001824579,0.0002876983,0.00007731708,0.00005601861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002749428,0.00002456665,0.9920311,0.00003677571,0.00001528545,0.000004731827,0.0002240425,0.0003717072,0.00001089432,0.00005232351,0.004454691,0.002746404],"study_design_scores_gemma":[0.0002693907,0.0001065446,0.9923658,0.00002619282,0.000009437442,0.000004147707,0.0009142903,0.001649348,0.0003917216,0.0001392953,0.004023234,0.0001006074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892794,0.0006639446,0.000001071237,0.000277145,0.0001897857,0.000149728,0.00066879,0.000003795452,0.008766262],"genre_scores_gemma":[0.9989724,0.00005636908,0.00002320319,0.00003646277,0.00001209553,7.951776e-7,0.00002313601,0.00000113245,0.0008744751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712946,"threshold_uncertainty_score":0.9967161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971975749439286,"score_gpt":0.2068953233576497,"score_spread":0.1871755658632568,"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."}}