{"id":"W7036097305","doi":"","title":"ARCHIVEIT-3196-NONE-WMOICF-20120926205519-00000-crawling206.us.archive.org-6680.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Process (computing); Product (mathematics); Work (physics)","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":[0.001117958,0.002346002,0.001456315,0.008190986,0.002112257,0.005782916,0.002919276,0.001636148,0.8530293],"category_scores_gemma":[0.007308912,0.001712316,0.0008866561,0.01116058,0.0007256617,0.003488424,0.004128749,0.001321901,0.9324479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549742,"about_ca_system_score_gemma":0.002637248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07867654,"about_ca_topic_score_gemma":0.07818834,"domain_scores_codex":[0.999137,0.00006597281,0.00005503442,0.0001800009,0.0004053421,0.0001567665],"domain_scores_gemma":[0.994206,0.000736845,0.0001917987,0.00153144,0.002484934,0.0008490041],"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":[0.00002489987,0.00001114085,0.0001614097,0.0001003441,0.000003290639,0.000008265009,0.00004766414,0.00002586482,0.0001106877,0.0003478602,0.9832157,0.01594283],"study_design_scores_gemma":[0.00002131749,0.000004323416,0.0009950802,0.00006934428,0.000003121735,0.00002333867,0.00003900307,0.00007602597,0.0004094843,0.0003224143,0.9980209,0.0000156274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004621678,0.0002438659,0.002797227,0.0003801618,0.0002462995,0.0001706856,0.6273129,0.09159378,0.276793],"genre_scores_gemma":[0.002054622,0.0003881776,0.003850046,0.0003134404,0.00009695818,0.0002114972,0.5733057,0.06489497,0.3548845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1469707,"threshold_uncertainty_score":0.2096359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007024096475096485,"score_gpt":0.1773071975955545,"score_spread":0.170283101120458,"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."}}