{"id":"W6949337983","doi":"10.5281/zenodo.11405636","title":"Adenomera andreae","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":"Period (music); Quarter (Canadian coin); Context (archaeology); Western europe","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":[0.0001770749,0.0007089326,0.0002573799,0.001014554,0.001260133,0.0004881639,0.0005144447,0.0004421481,0.02831079],"category_scores_gemma":[0.0006137704,0.000252112,0.000188489,0.0005225883,0.000464002,0.0009266257,0.001041774,0.0006737329,0.005251505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005858481,"about_ca_system_score_gemma":0.0003885192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008780129,"about_ca_topic_score_gemma":0.02374939,"domain_scores_codex":[0.9997858,0.00003208295,0.00001495269,0.00007256953,0.0000601887,0.0000344539],"domain_scores_gemma":[0.9998904,0.00002565143,0.00003272496,0.00001573296,0.00002377486,0.00001168225],"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":[0.0009098673,0.0002392625,0.05460069,0.001914792,0.0001161601,0.002234687,0.004616884,0.001338284,0.08495788,0.04548534,0.03186271,0.7717234],"study_design_scores_gemma":[0.00006416833,0.000236234,0.245603,0.0007227871,0.0001413674,0.005439965,0.002167371,0.000619849,0.005264211,0.004572181,0.7351073,0.00006144405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2687964,0.01018762,0.004062493,0.000710575,0.0004591949,0.0004819559,0.003221841,0.0005206216,0.7115594],"genre_scores_gemma":[0.9130891,0.00355464,0.006185314,0.0004448213,0.0001401558,0.0001508902,0.002141789,0.0000678385,0.07422538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02831079,"threshold_uncertainty_score":0.0947091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871104872666607,"score_gpt":0.2158065860336049,"score_spread":0.1970955373069389,"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."}}