{"id":"W7105906834","doi":"10.5281/zenodo.17633572","title":"Alosa pseudoharengus","year":2024,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alewife; Herring; Pelagic zone; Demersal zone; Predation; Gadus","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":[0.00005999659,0.0005264804,0.0003201157,0.001446523,0.001460489,0.0005166319,0.0003510555,0.0003521746,0.01816776],"category_scores_gemma":[0.0001022824,0.0001614306,0.0002373808,0.0007179125,0.0003681487,0.0004369921,0.0008648909,0.0003539365,0.005189381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825357,"about_ca_system_score_gemma":0.0002154657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641405,"about_ca_topic_score_gemma":0.01609132,"domain_scores_codex":[0.9999142,0.000006321863,0.000006360572,0.00003936297,0.00001825719,0.00001554301],"domain_scores_gemma":[0.9999446,0.000005925228,0.00001980317,0.000005507646,0.00001005697,0.00001415912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009405624,0.0008169527,0.2499921,0.0009218467,0.0001045848,0.006859173,0.002921853,0.0006247167,0.09715649,0.003939451,0.008263917,0.6274584],"study_design_scores_gemma":[0.00005513315,0.0005970839,0.7822875,0.0001926624,0.0001176444,0.009475185,0.003114552,0.0008093864,0.004842983,0.001340026,0.1971085,0.00005920634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939191,0.001993344,0.002063672,0.0002551662,0.00009823903,0.00025629,0.002366323,0.0002968449,0.09875111],"genre_scores_gemma":[0.9592032,0.0006878477,0.003424981,0.0002196695,0.00005047525,0.0001108869,0.002165468,0.00002566641,0.03411181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816776,"threshold_uncertainty_score":0.06077725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470798862462935,"score_gpt":0.2338173001348726,"score_spread":0.2091093115102433,"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."}}