{"id":"W14664107","doi":"10.7870/cjcmh-2002-0029","title":"Bioindicators for freshwater mussel, Lamellidens marginalis (Lamarck) farming.","year":2000,"lang":"en","type":"article","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioindicator; Mussel; Fishery; Agriculture; Freshwater bivalve; Aquatic animal; Biology; Ecology; Geography; Environmental science; Fish <Actinopterygii>; Mollusca; Bivalvia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002943018,0.0002465627,0.0001959549,0.0005171946,0.001938951,0.0004321182,0.0004475445,0.0004074383,0.003447444],"category_scores_gemma":[0.0007592096,0.000116838,0.000145014,0.0003924847,0.0004680645,0.0002346035,0.000585206,0.0003030185,0.0004184553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898259,"about_ca_system_score_gemma":0.001661448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2827076,"about_ca_topic_score_gemma":0.6945617,"domain_scores_codex":[0.9997087,0.00003743184,0.00001170026,0.00008309575,0.00007885586,0.00008012356],"domain_scores_gemma":[0.9993592,0.00003846286,0.0002885218,0.00002094507,0.0001400312,0.0001528964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031942,0.00008162132,0.9760359,0.00006998521,0.00003106493,0.0002066744,0.0009087598,0.00005838545,0.006509713,0.00013691,0.00132039,0.01453741],"study_design_scores_gemma":[0.000001705719,0.00005412588,0.9971837,0.0000119006,0.00001395909,0.0001067268,0.001056699,0.00008659163,0.0002612082,0.00003056092,0.0011895,0.000003333313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968368,0.0004438447,0.00009557865,0.0002822925,0.000009947202,0.00001059598,0.000364574,0.00002190221,0.001934475],"genre_scores_gemma":[0.9963031,0.0001597767,0.0003914498,0.0001394381,0.000003243051,0.00001047773,0.0002644081,0.000002771729,0.002725424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827076,"threshold_uncertainty_score":0.5621241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008344022800833763,"score_gpt":0.2225685769553758,"score_spread":0.214224554154542,"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."}}