{"id":"W2176679936","doi":"10.1651/c-2601.1","title":"Epibionts of Sympatric Species of Cancer Crabs in Barkley Sound, British Columbia","year":2006,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bamfield Marine Sciences Centre","funders":"National Science Foundation","keywords":"Biology; Epibiont; Cephalothorax; Ecology; Zoology; Crustacean","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006323734,0.0001132758,0.0005959995,0.0001173789,0.00005338191,0.00001234451,0.0003416296,0.000276422,0.007767395],"category_scores_gemma":[0.0001233407,0.0001317925,0.0001524125,0.0003298098,0.0007903507,0.0001192442,0.0001270662,0.0002745461,0.00001543071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909532,"about_ca_system_score_gemma":0.00005747571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01760451,"about_ca_topic_score_gemma":0.1620723,"domain_scores_codex":[0.9981239,0.0001945136,0.0009965624,0.0001993273,0.0001261652,0.0003595513],"domain_scores_gemma":[0.9986841,0.000172446,0.0008735826,0.000145668,0.00006126029,0.00006290762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008976975,0.0002028546,0.9743459,0.00001435534,0.00002294831,0.00002808206,0.00005976149,0.0004668064,0.0116041,0.00006081602,0.01226061,0.0008440029],"study_design_scores_gemma":[0.001047275,0.000462059,0.9857469,0.0000244581,0.00002902849,0.00009336841,0.0001881812,0.00002074832,0.000701175,0.004280763,0.007275675,0.0001304221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953343,0.001090368,0.00005625641,0.0001439091,0.0004753641,0.0001156493,0.00004476099,0.000004020711,0.002735414],"genre_scores_gemma":[0.9977589,0.0004596158,0.0002772541,0.00007486083,0.0001400422,0.000001618985,0.000004658414,0.000009357087,0.001273709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444678,"threshold_uncertainty_score":0.9931396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008209647914456698,"score_gpt":0.2322581832241302,"score_spread":0.2240485353096735,"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."}}