{"id":"W6943615754","doi":"10.15468/yc29h4","title":"DFO Quebec Region Fish and invertebrate assemblages in coastal areas of the St. Lawrence Estuary (north shore) sampled with a beam trawl","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Invertebrate; Estuary; Water column; Baseline (sea); Fishing; Underwater; Fish <Actinopterygii>; Diel vertical migration; Recreational fishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003614662,0.0004528616,0.0003957968,0.002221704,0.001092191,0.000811977,0.0009147723,0.0002682776,0.01485483],"category_scores_gemma":[0.001188054,0.0002504777,0.0003160329,0.00509584,0.0002188443,0.0003294346,0.000483103,0.0003514835,0.002411271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089747,"about_ca_system_score_gemma":0.009930529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919877,"about_ca_topic_score_gemma":0.9967032,"domain_scores_codex":[0.9996985,0.00001754026,0.00001830304,0.00008194063,0.00009382738,0.00008989235],"domain_scores_gemma":[0.9980916,0.00008338507,0.0002258278,0.0001057547,0.001302375,0.0001910275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002990182,0.000093263,0.6727921,0.000327043,0.000227669,0.0001532006,0.0006696664,0.001411975,0.000945964,0.0007061202,0.2788382,0.04353579],"study_design_scores_gemma":[0.00003197103,0.00001845182,0.9394016,0.0000958113,0.0000254994,0.00004581317,0.0006442547,0.001267975,0.0002490036,0.00004415079,0.05815594,0.00001956439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1728863,0.0003492417,0.0005306668,0.0002098429,0.00002954413,0.0001422431,0.8122047,0.0001973479,0.01345009],"genre_scores_gemma":[0.3874,0.0005353387,0.002195058,0.0002472305,0.00001823726,0.0003872736,0.5743648,0.00009039886,0.03476162],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01485483,"threshold_uncertainty_score":0.07906705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935118684411965,"score_gpt":0.2106080911332584,"score_spread":0.1912569042891387,"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."}}