{"id":"W6968357526","doi":"10.5281/zenodo.12643281","title":"Dolichopus plumipes","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; China; Period (music); State (computer science)","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":[0.0001167501,0.0006043251,0.0003402895,0.00220444,0.001615061,0.0003771542,0.0003707148,0.0002859143,0.0100971],"category_scores_gemma":[0.000318973,0.0001484439,0.0001937578,0.001551014,0.0006966508,0.0008521114,0.0009625729,0.0005022838,0.003582465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685421,"about_ca_system_score_gemma":0.000467504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101873,"about_ca_topic_score_gemma":0.04198182,"domain_scores_codex":[0.9998434,0.00001373275,0.00001167719,0.00005368624,0.00005455846,0.0000229824],"domain_scores_gemma":[0.9998845,0.00001947919,0.00003065512,0.00001073566,0.00003046155,0.00002415524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001067728,0.000212902,0.1784739,0.001787148,0.0002019693,0.006045711,0.003914894,0.002461182,0.05259276,0.004662154,0.04576908,0.7028106],"study_design_scores_gemma":[0.0001431264,0.00032388,0.732464,0.0005468103,0.0001556496,0.008269351,0.002673492,0.0009562514,0.002866639,0.003012372,0.2485307,0.00005770196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6331909,0.009531277,0.003482706,0.000584323,0.0002442879,0.0003904044,0.008830939,0.0005382769,0.3432069],"genre_scores_gemma":[0.9700121,0.003013509,0.002133005,0.000299102,0.0001361085,0.0001268978,0.006074416,0.00003663673,0.01816822],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02101873,"threshold_uncertainty_score":0.04179281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181926433884554,"score_gpt":0.2188691178444933,"score_spread":0.2006764744560379,"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."}}