{"id":"W7050526387","doi":"","title":"Benthos","year":2017,"lang":"en","type":"other","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthos; Benthic zone; Groundfish; Arctic; Arctic ecology; Biodiversity; Marine biodiversity; Invertebrate; Sea ice","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":[0.0004111616,0.0006963349,0.0003819247,0.001290344,0.001230618,0.002269358,0.0008234376,0.0007625917,0.1181355],"category_scores_gemma":[0.0004857333,0.0003189475,0.0005331092,0.001148803,0.0003960455,0.001012459,0.001767935,0.0009677149,0.07385408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007192105,"about_ca_system_score_gemma":0.0009273943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062095,"about_ca_topic_score_gemma":0.02411087,"domain_scores_codex":[0.9993338,0.00006877095,0.0000483484,0.0001899406,0.0002947054,0.00006434976],"domain_scores_gemma":[0.9995454,0.00003644718,0.00005816406,0.00007659409,0.0001997481,0.00008372454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685145,0.00008614509,0.01309637,0.000979599,0.00008437857,0.0005304201,0.0003277562,0.0004569249,0.01401996,0.01073757,0.1689046,0.7906077],"study_design_scores_gemma":[0.000009153673,0.00005021411,0.008683898,0.0001061401,0.00001861822,0.0003610984,0.0001387281,0.0001597505,0.001280978,0.001038295,0.9881379,0.00001527578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02140627,0.0229456,0.01177147,0.004190056,0.003936211,0.0001872013,0.03153209,0.002502332,0.9015288],"genre_scores_gemma":[0.1733368,0.02372624,0.01335983,0.005351712,0.001150826,0.0002236907,0.03131901,0.0007670021,0.7507649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8818644,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390702084190728,"score_gpt":0.2853771287372339,"score_spread":0.2714701078953267,"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."}}