{"id":"W6925725186","doi":"10.17895/ices.pub.22141034.v1","title":"ICES Symposia Report 2022","year":2023,"lang":"en","type":"report","venue":"Figshare","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arctic; Arctic; Pelagic zone; Climate change","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00391916,0.002143687,0.0007890408,0.003608981,0.001379838,0.006463281,0.001877396,0.002518673,0.3498268],"category_scores_gemma":[0.003499205,0.0004720197,0.001169355,0.003828981,0.0003030624,0.002323183,0.002928962,0.002080324,0.3071311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188634,"about_ca_system_score_gemma":0.009841414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141774,"about_ca_topic_score_gemma":0.01552647,"domain_scores_codex":[0.9978345,0.0001684246,0.0001305339,0.0001604714,0.001238406,0.0004676849],"domain_scores_gemma":[0.9952146,0.0002017599,0.0001979216,0.0002340513,0.002431609,0.001720041],"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":[0.00006476986,0.00004053689,0.000162682,0.000100117,0.000003120205,0.0000269749,0.00001027187,0.0000494335,0.0001153128,0.000490253,0.9869438,0.01199268],"study_design_scores_gemma":[0.00001251342,0.00001265924,0.0008114288,0.00006049262,0.000001970161,0.00001691526,0.00002485137,0.00002366017,0.00008153589,0.0001469311,0.9988036,0.000003432563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002140508,0.01090616,0.001394259,0.01154911,0.08306335,0.001445851,0.1072841,0.001530268,0.7806864],"genre_scores_gemma":[0.004455431,0.006400298,0.002089288,0.002496907,0.008264319,0.001244102,0.09913041,0.0009211713,0.8749982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3498268,"threshold_uncertainty_score":0.9273932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114171289473472,"score_gpt":0.2871299335720387,"score_spread":0.07571280462469152,"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."}}