{"id":"W6983026409","doi":"","title":"Lawrence University Biologist Awarded $200,000 Grant for Zebra Mussel Study","year":2003,"lang":"en","type":"article","venue":"Lux Scholarship And Creativity At Lawrence University (Lawrence University)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Zebra mussel; Biologist; Mussel; Food web; Population; Fisheries Research; Fish <Actinopterygii>","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":[0.001569721,0.0009677579,0.0005849885,0.001816886,0.001604872,0.001549246,0.001217101,0.001108481,0.2069027],"category_scores_gemma":[0.001364374,0.0004826302,0.0006004517,0.0007305591,0.0005619359,0.0007127441,0.002829917,0.001851874,0.06371717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355958,"about_ca_system_score_gemma":0.006394458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03701912,"about_ca_topic_score_gemma":0.1309982,"domain_scores_codex":[0.9988701,0.0001153277,0.00005449584,0.0002599772,0.0005449379,0.0001552266],"domain_scores_gemma":[0.996752,0.0001356507,0.0001098362,0.0003035812,0.001285062,0.001413938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008091406,0.0004926065,0.01168635,0.0001620771,0.00006038765,0.0006786265,0.0001929893,0.0002228469,0.008496799,0.005780134,0.7814745,0.1899435],"study_design_scores_gemma":[0.0001170255,0.0003702611,0.03104719,0.00009905466,0.00002271906,0.0001994244,0.0002277292,0.0003612928,0.0009275666,0.0005223838,0.9660822,0.00002311942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05315883,0.004907092,0.003716077,0.06940047,0.01020014,0.001483805,0.04841984,0.004183134,0.8045306],"genre_scores_gemma":[0.03335265,0.001950738,0.004222689,0.002456366,0.0003859455,0.0002261242,0.009105634,0.0002284434,0.9480714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2069027,"threshold_uncertainty_score":0.6921585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511959423887761,"score_gpt":0.2380548737412507,"score_spread":0.1929352795023731,"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."}}