{"id":"W4400869117","doi":"10.1007/s10641-024-01570-x","title":"Sponge species identity and morphology shape occupancy patterns of a Caribbean sponge-dwelling goby (Elacatinus horsti)","year":2024,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sponge; Occupancy; Goby; Nature Conservation; Morphology (biology); Biology; Geography; Ecology; Fishery; Zoology; Fish <Actinopterygii>; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008650807,0.00009719248,0.000145986,0.0005459444,0.0003841012,0.0003265482,0.0001768844,0.0002269929,0.00284047],"category_scores_gemma":[0.0005754204,0.0001327245,0.0001043311,0.0002918805,0.0004212899,0.0001771214,0.000479589,0.0001447775,0.0003109568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683372,"about_ca_system_score_gemma":0.00017216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02023529,"about_ca_topic_score_gemma":0.09491813,"domain_scores_codex":[0.9999247,0.00001618347,0.000004197655,0.0000198168,0.00001065947,0.0000245266],"domain_scores_gemma":[0.9996713,0.00006340162,0.0001086112,0.00001716924,0.00003646308,0.0001030329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002495313,0.00003690249,0.9775181,0.00001459361,0.00002850426,0.0001098558,0.0009245254,0.00005156496,0.01855114,0.0000325755,0.00009876183,0.002383868],"study_design_scores_gemma":[8.994002e-7,0.00001411909,0.9992924,8.831809e-7,0.000003563845,0.00007112074,0.0004139939,0.00009126529,0.00007580451,0.00000616085,0.00002818241,0.000001518119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998153,0.000007205709,0.00001334465,0.000004792608,1.925108e-7,6.725024e-7,0.00002923878,8.34695e-7,0.0001284963],"genre_scores_gemma":[0.999658,0.000007922993,0.00004245447,0.000008062079,4.071701e-7,0.000002582291,0.00005765581,0.000001841222,0.0002211303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023529,"threshold_uncertainty_score":0.04023504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097089218000404,"score_gpt":0.2368095271143038,"score_spread":0.2258386349342998,"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."}}