{"id":"W7036012200","doi":"","title":"ARCHIVEIT-1830-NONE-LKRQWG-20121024185127-00000-wbgrp-crawl056.us.archive.org-6682.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Ichthyology and Marine Biology","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":[0.0009852884,0.002392146,0.001321864,0.008723185,0.002286402,0.006116861,0.002555211,0.001489488,0.8244141],"category_scores_gemma":[0.006109989,0.00177013,0.0008483031,0.01284425,0.0006916433,0.003227368,0.003866338,0.001374196,0.9025345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003244936,"about_ca_system_score_gemma":0.002996559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1230617,"about_ca_topic_score_gemma":0.1160921,"domain_scores_codex":[0.9991525,0.00005413235,0.00005184365,0.00015466,0.0004250731,0.0001617404],"domain_scores_gemma":[0.9945307,0.0006245773,0.000198888,0.001308914,0.002569869,0.0007669633],"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":[0.00002602622,0.00001101724,0.0002008972,0.0001167505,0.000003512354,0.000009661466,0.00006393367,0.00002655547,0.0001230862,0.0003666084,0.9845669,0.01448513],"study_design_scores_gemma":[0.00001475857,0.000003089139,0.001000897,0.00005359654,0.000003049064,0.00001875565,0.00004327484,0.0000455222,0.0003967983,0.0002152542,0.9981919,0.00001311486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004522303,0.0002169947,0.001776235,0.0003081589,0.0002267294,0.0001153893,0.6947318,0.05983271,0.2423399],"genre_scores_gemma":[0.001881452,0.0003639424,0.002873613,0.0002721619,0.00008869926,0.0001509338,0.600703,0.04969351,0.3439727],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1755859,"threshold_uncertainty_score":0.250452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004653536128105374,"score_gpt":0.1786898014794041,"score_spread":0.1740362653512987,"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."}}