{"id":"W7036193286","doi":"","title":"ARCHIVEIT-1830-NONE-WNWJUI-20110930205522-00000-crawling201.us.archive.org-6681.warc.gz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Process (computing)","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":[0.001044151,0.002657781,0.001437093,0.007725403,0.00189401,0.005196743,0.002766383,0.001543352,0.7799726],"category_scores_gemma":[0.007231466,0.001892598,0.0008759609,0.0104341,0.0006271683,0.003289882,0.003828921,0.001266926,0.8902794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516192,"about_ca_system_score_gemma":0.002677195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1027244,"about_ca_topic_score_gemma":0.1106619,"domain_scores_codex":[0.9991615,0.00005480814,0.00005227774,0.0001645754,0.0004072321,0.0001596247],"domain_scores_gemma":[0.9944289,0.0006943691,0.000178801,0.00149598,0.002418557,0.0007834927],"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":[0.0000233982,0.00001161766,0.0001810179,0.0001009038,0.00000397916,0.000007793529,0.00004258734,0.00003017465,0.000112804,0.0002953932,0.9854432,0.01374713],"study_design_scores_gemma":[0.00002491389,0.00000560488,0.001355867,0.00007127268,0.000004326286,0.00002398451,0.00004443153,0.0001427745,0.0005910031,0.0003691965,0.997347,0.00001955932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004785838,0.0001767011,0.002482903,0.0003010251,0.0001785557,0.0001457815,0.6847243,0.1129361,0.198576],"genre_scores_gemma":[0.001904487,0.0003064649,0.003699423,0.0002309214,0.0000630609,0.000171719,0.6830499,0.06212135,0.2484527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2200274,"threshold_uncertainty_score":0.3138424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007641253135705645,"score_gpt":0.1799512941015556,"score_spread":0.1723100409658499,"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."}}