{"id":"W2038241950","doi":"10.1139/f06-100","title":"Are there hot spots for <i>Elliptio complanata</i> in the shallow littoral zone of a large Canadian Shield lake?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Littoral zone; Environmental science; Habitat; Growth rate; Structural basin; Ecology; Biology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001228567,0.0001875274,0.0002538244,0.0007652594,0.001748042,0.0006418271,0.0004689278,0.0003232167,0.00143337],"category_scores_gemma":[0.0003842966,0.0002194071,0.0001686158,0.0007536522,0.001241416,0.0003267565,0.000737301,0.0001942481,0.0001633485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099956,"about_ca_system_score_gemma":0.001352257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.533112,"about_ca_topic_score_gemma":0.8818983,"domain_scores_codex":[0.9998294,0.000005370533,0.000005118034,0.00005537597,0.00003244543,0.00007222883],"domain_scores_gemma":[0.9996701,0.00002239312,0.0001563011,0.00001669211,0.00006774951,0.00006659777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049478,0.00001992469,0.9744765,0.00003074821,0.00003188121,0.0003319337,0.001105075,0.00008284189,0.01400942,0.00008458617,0.0002162444,0.009505981],"study_design_scores_gemma":[7.58137e-7,0.00000649472,0.9991763,0.000001897518,0.000003622317,0.00004056232,0.0004583474,0.00004854702,0.0001080033,0.000009472778,0.0001435408,0.000002394826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993597,0.00004753048,0.00003169614,0.00002763234,8.169363e-7,0.000003402009,0.00004846428,0.000004239801,0.0004765364],"genre_scores_gemma":[0.9994891,0.00003562316,0.0001229498,0.00002903285,0.000001383711,0.000002212526,0.0000872054,0.000001770684,0.0002306971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466888,"threshold_uncertainty_score":0.9392752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168188727846802,"score_gpt":0.2213919176205409,"score_spread":0.1997100303420729,"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."}}