{"id":"W6950440638","doi":"10.5281/zenodo.7399806","title":"Ligyrus (Ligyrus) gibbosus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Type (biology); Type species; Paratype","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":[0.00008247498,0.0005155663,0.0002305098,0.0008777517,0.0006797185,0.0002108485,0.0002417979,0.0002010239,0.009198816],"category_scores_gemma":[0.0001339351,0.0001248229,0.0001068071,0.000410659,0.0003375254,0.0002440321,0.0005217989,0.0001959508,0.004461138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004836003,"about_ca_system_score_gemma":0.0001372413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008444501,"about_ca_topic_score_gemma":0.01946096,"domain_scores_codex":[0.9999362,0.0000104353,0.000003411713,0.00002430911,0.00001188098,0.00001368221],"domain_scores_gemma":[0.9999502,0.000006197191,0.00002556038,0.000005176851,0.000005364087,0.000007610508],"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":[0.001587253,0.0002101455,0.0758605,0.001224965,0.0001334608,0.005408098,0.004020628,0.0005648743,0.2336203,0.007060306,0.02218303,0.6481263],"study_design_scores_gemma":[0.0001341273,0.0006307833,0.7783377,0.0004015687,0.0001153767,0.007262816,0.001234636,0.0003899267,0.006145339,0.0008044231,0.2045103,0.00003291266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048935,0.01439743,0.004097521,0.0004082015,0.0002672566,0.0002294915,0.001899784,0.001072404,0.2727345],"genre_scores_gemma":[0.9707831,0.001234847,0.002212412,0.0003278824,0.00004577614,0.00006191132,0.001147067,0.00004179261,0.02414508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009198816,"threshold_uncertainty_score":0.0307731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776430279863146,"score_gpt":0.2071233682512925,"score_spread":0.179359065452661,"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."}}