{"id":"W7003907925","doi":"","title":"9781000781113.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribute; Marine life; Ornithology; Conservation biology; Marine conservation; Biological oceanography; Marine biology; Marine fisheries","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":["insufficient_payload"],"category_scores_codex":[0.001573896,0.001686792,0.001924255,0.002738017,0.0007257253,0.007237815,0.002232904,0.003847166,0.9466738],"category_scores_gemma":[0.005157416,0.0008315809,0.001134328,0.00338585,0.0005206575,0.00420678,0.002951257,0.002043793,0.9469453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001401,"about_ca_system_score_gemma":0.001596096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499033,"about_ca_topic_score_gemma":0.001809206,"domain_scores_codex":[0.9989221,0.0001105054,0.0001442111,0.0001732486,0.0005329684,0.0001169696],"domain_scores_gemma":[0.9971715,0.0005780915,0.0002985954,0.0002455954,0.0009712477,0.0007350222],"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":[0.00005743562,0.00001952958,0.00003768675,0.0008956387,0.00000716046,0.00003632767,0.00001122234,0.0000409181,0.0004167499,0.0007612736,0.8618961,0.13582],"study_design_scores_gemma":[0.00001957714,0.00001096451,0.0001384011,0.0002798441,0.000002560442,0.00004866413,0.000009361975,0.00001210203,0.0000653847,0.0001990593,0.9992072,0.000006849857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004079231,0.01818291,0.002277837,0.008026731,0.01960471,0.0006430718,0.0379039,0.006650641,0.9063023],"genre_scores_gemma":[0.001183787,0.0138177,0.002875915,0.004581628,0.003497147,0.00052473,0.02387362,0.002226938,0.9474186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05332619,"threshold_uncertainty_score":0.07606333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413234829264785,"score_gpt":0.3042527815800978,"score_spread":0.2629292986536194,"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."}}