{"id":"W6948313359","doi":"10.5066/p9s2nftp","title":"Hydroacoustic data from central Lake Erie, 2021","year":2022,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transect; Shore; Data set; Fish <Actinopterygii>; Raw data","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":[0.0005694898,0.001104949,0.0007784505,0.002720031,0.0005806399,0.001014437,0.001366167,0.0007555853,0.02355237],"category_scores_gemma":[0.002286189,0.0005280838,0.0004808114,0.005713241,0.0001972031,0.0005220146,0.001145624,0.0006889662,0.02719793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840207,"about_ca_system_score_gemma":0.00371335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3409975,"about_ca_topic_score_gemma":0.5048444,"domain_scores_codex":[0.9994711,0.00004547356,0.0000575902,0.0001360258,0.0001749603,0.0001148772],"domain_scores_gemma":[0.9986864,0.00009748355,0.0001303817,0.0001766017,0.0008205499,0.00008867095],"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":[0.0001124332,0.00003325416,0.007925401,0.0004863519,0.00005429822,0.00006318244,0.0000854512,0.0006237745,0.0003115651,0.0003761587,0.983879,0.006049224],"study_design_scores_gemma":[0.0001623756,0.00002244001,0.09572751,0.0002786545,0.00004032824,0.00006224064,0.0003475265,0.0006249107,0.0006541168,0.0002919978,0.9017353,0.00005257949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001148634,0.00002849967,0.00005432976,0.00002067454,0.000005864862,0.000009875396,0.9979613,0.00007716537,0.0006936498],"genre_scores_gemma":[0.001185037,0.0000231648,0.0002125044,0.00001584771,0.000002057199,0.00007127624,0.9973646,0.00002321024,0.001102357],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3409975,"threshold_uncertainty_score":0.6780255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273366890941639,"score_gpt":0.2333122517070342,"score_spread":0.2059755626128703,"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."}}