{"id":"W4405875130","doi":"10.1007/978-3-031-66822-7_12","title":"Amazonian Fish and Their Bacterial Symbionts: An Intricate Co-Dependence Relationship in a Changing Environment","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Fisheries and Oceans Canada","funders":"","keywords":"Amazonian; Fish <Actinopterygii>; Astrobiology; Ecology; Biology; Fishery; Amazon rainforest","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":[0.0001390057,0.0001232892,0.0001335934,0.0001533713,0.0003716408,0.001126299,0.0002669755,0.0003008827,0.002965257],"category_scores_gemma":[0.0003011835,0.0001402536,0.00009108076,0.0004856396,0.0007843778,0.001265236,0.0005869005,0.0003988145,0.0002217741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649008,"about_ca_system_score_gemma":0.000442131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009535105,"about_ca_topic_score_gemma":0.04524713,"domain_scores_codex":[0.9999415,0.00001198973,0.000001733049,0.000009536489,0.00002466931,0.00001051451],"domain_scores_gemma":[0.9999125,0.00004585662,0.00001405416,0.000004375412,0.00001062179,0.00001255322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001084815,0.00005523748,0.04684122,0.0004615384,0.0000592223,0.001388492,0.01272277,0.000607155,0.03399073,0.4164478,0.01213569,0.4751817],"study_design_scores_gemma":[0.00001515718,0.0002150986,0.3461453,0.0003621054,0.00008861944,0.002716383,0.008589054,0.002865544,0.003183241,0.1226822,0.513096,0.00004120895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4187466,0.1228814,0.01138965,0.01678345,0.0004182854,0.00003823272,0.000179672,0.00006154207,0.4295011],"genre_scores_gemma":[0.839873,0.04608008,0.007534195,0.001187767,0.0002774089,0.00003272014,0.00007186169,0.0000456779,0.1048973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009535105,"threshold_uncertainty_score":0.01895922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514542062542283,"score_gpt":0.2338549911924391,"score_spread":0.2087095705670163,"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."}}