{"id":"W6949754568","doi":"10.5281/zenodo.4349822","title":"Benoibates Balogh 1958","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Class (philosophy); Key (lock); Stage (stratigraphy); Field (mathematics)","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":[0.0001316579,0.0005276348,0.0004089657,0.001621086,0.00285267,0.0005630729,0.0005505318,0.0005452748,0.04598203],"category_scores_gemma":[0.0003217444,0.0002553466,0.0001021225,0.0007494729,0.000534686,0.0006130075,0.0008938556,0.0004433976,0.009718301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639433,"about_ca_system_score_gemma":0.0005597365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07911833,"about_ca_topic_score_gemma":0.1555173,"domain_scores_codex":[0.9998459,0.00001385061,0.000005568034,0.00005152658,0.00005147432,0.00003162301],"domain_scores_gemma":[0.9998575,0.00002101818,0.00003403927,0.00001070618,0.0000483398,0.00002822668],"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":[0.0007897135,0.0001932589,0.1130656,0.0008183607,0.0000674636,0.001372591,0.003437522,0.0005595019,0.01608837,0.005322857,0.06779029,0.7904946],"study_design_scores_gemma":[0.00004372728,0.00008778727,0.4108855,0.0006590792,0.00004581837,0.001400774,0.002054706,0.0002874618,0.001170424,0.0008037844,0.5825356,0.00002522293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2590553,0.01888919,0.001501998,0.0006462628,0.0009466266,0.0003202163,0.005074406,0.0005567744,0.7130092],"genre_scores_gemma":[0.8516124,0.004050993,0.002841556,0.0005622201,0.0002057501,0.0002108999,0.004420448,0.00010787,0.1359878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07911833,"threshold_uncertainty_score":0.1573157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623693777613604,"score_gpt":0.2124243784597599,"score_spread":0.1961874406836239,"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."}}