{"id":"W6912834672","doi":"10.5281/zenodo.3845825","title":"Macrobrachium ustulatum","year":2017,"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":"Fisheries and Oceans Canada","funders":"","keywords":"Carapace; Holotype; Dorsum; Chela; Decapoda","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006854819,0.0005475531,0.0002122424,0.001064868,0.001027536,0.0002019241,0.0003381728,0.0002806701,0.01355346],"category_scores_gemma":[0.0002840084,0.0001408022,0.000101173,0.0004669004,0.0003709515,0.000550909,0.001046111,0.0002887724,0.003026184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402708,"about_ca_system_score_gemma":0.0001663948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499728,"about_ca_topic_score_gemma":0.008065031,"domain_scores_codex":[0.9999155,0.00001516165,0.000006533113,0.00002729534,0.00001989044,0.00001556876],"domain_scores_gemma":[0.9999123,0.00001084684,0.00003066205,0.00000967895,0.00002108751,0.00001543777],"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":[0.0009767393,0.0001818098,0.07937071,0.001546923,0.00009958746,0.004159551,0.001757743,0.00111447,0.1412596,0.007853109,0.02608305,0.7355968],"study_design_scores_gemma":[0.00007902159,0.0005660562,0.5570745,0.0006022443,0.0001206918,0.01080572,0.001473908,0.0009922845,0.01471525,0.002265767,0.4112551,0.00004942716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5589556,0.0144332,0.004094455,0.0006039898,0.0005728916,0.0002392498,0.002434767,0.0007291123,0.4179368],"genre_scores_gemma":[0.9812583,0.0008047524,0.0009648137,0.0002207426,0.00004789952,0.00004240717,0.0006542984,0.0000206978,0.01598616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355346,"threshold_uncertainty_score":0.0453409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945060489926374,"score_gpt":0.2468044657922384,"score_spread":0.2173538608929746,"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."}}