{"id":"W7105930148","doi":"10.5281/zenodo.17633575","title":"Alosa aestivalis","year":2024,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Alewife; Alosa; Pelagic zone; Herring; Clupeidae","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":[0.0001457901,0.0007690324,0.0005195789,0.002066334,0.001431172,0.0009869636,0.0004862348,0.0005666699,0.03066341],"category_scores_gemma":[0.0002637923,0.0002483615,0.0005168811,0.0007286748,0.0004427322,0.0008300376,0.001146885,0.0006649243,0.01354925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525629,"about_ca_system_score_gemma":0.0002715497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008460315,"about_ca_topic_score_gemma":0.01752416,"domain_scores_codex":[0.9997441,0.00002216446,0.0000300082,0.00009701926,0.00007157846,0.00003500627],"domain_scores_gemma":[0.9998752,0.00001091444,0.00004375719,0.00001152985,0.00003586764,0.00002272731],"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":[0.0008433737,0.0004325125,0.06237976,0.002443048,0.0001702331,0.004115869,0.002305529,0.001265214,0.09926659,0.006471031,0.01726842,0.8030384],"study_design_scores_gemma":[0.00009020287,0.0006777695,0.4338437,0.0006441599,0.0002479495,0.01112448,0.002673926,0.001242337,0.007308656,0.003144139,0.5389169,0.00008579273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5343171,0.01587864,0.009393223,0.001010524,0.0006643293,0.0005707211,0.008142009,0.001784225,0.4282393],"genre_scores_gemma":[0.8496433,0.003877875,0.009108159,0.0009199058,0.0002519501,0.0001698756,0.005922603,0.0001523249,0.1299539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03066341,"threshold_uncertainty_score":0.1025793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193768474136539,"score_gpt":0.2463797096449678,"score_spread":0.2144420249036024,"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."}}