{"id":"W6968998885","doi":"10.5281/zenodo.5162921","title":"Banasa dimidiata Say 1832","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Shore; Key (lock); Subject (documents)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001321435,0.0006585832,0.0005766722,0.001981595,0.003196649,0.0005999142,0.0008613987,0.0004979831,0.03421871],"category_scores_gemma":[0.0003148919,0.0003075507,0.0001531246,0.001530805,0.0006459579,0.001085199,0.00114318,0.0009284185,0.01446155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007804255,"about_ca_system_score_gemma":0.0003790066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104824,"about_ca_topic_score_gemma":0.04259366,"domain_scores_codex":[0.9997969,0.00002360352,0.00001606075,0.00008054198,0.00005760963,0.00002526084],"domain_scores_gemma":[0.9998689,0.00001772031,0.00003402271,0.0000106831,0.00004914043,0.00001964674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005366941,0.0002897091,0.03141343,0.001041274,0.00005628947,0.003197644,0.004048688,0.0003984724,0.01753611,0.00873447,0.1519083,0.7808389],"study_design_scores_gemma":[0.00005007086,0.000118012,0.1111511,0.0004906547,0.00006407869,0.004663034,0.003070014,0.0003142196,0.001842273,0.00181939,0.8763759,0.00004113343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1254276,0.01209509,0.001644068,0.001008571,0.001230226,0.0003117396,0.005326649,0.0005851879,0.8523709],"genre_scores_gemma":[0.8382488,0.007847652,0.005706762,0.001916314,0.0004729012,0.0004220866,0.0100493,0.0001701333,0.135166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03421871,"threshold_uncertainty_score":0.1144729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328397718040033,"score_gpt":0.2252701680450155,"score_spread":0.1919861908646152,"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."}}