{"id":"W6931111601","doi":"10.5281/zenodo.4385618","title":"Liogenys Guerin-Meneville 1831","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Galea; Antenna (radio); Key (lock); Hymenoptera","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002974144,0.0001417367,0.0002169049,0.0001244809,0.0006436222,0.0001929833,0.0004930067,0.00007304729,0.0404411],"category_scores_gemma":[0.001165743,0.0001383591,0.00009099068,0.0005816392,0.0001363142,0.0001154554,0.0008565533,0.0002862485,0.01401024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009197461,"about_ca_system_score_gemma":0.000005208442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004015575,"about_ca_topic_score_gemma":2.56931e-8,"domain_scores_codex":[0.9984924,0.0001520251,0.0002525115,0.0004042613,0.0003836997,0.00031507],"domain_scores_gemma":[0.9986687,0.00002022203,0.00006668134,0.0003621468,0.0004649441,0.0004173617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004427208,0.0002609084,0.00003049259,0.0002734522,0.0001214491,0.0002914057,0.001315772,0.000005535603,0.1316461,0.007822853,0.752654,0.1051354],"study_design_scores_gemma":[0.0005668256,0.000727093,0.0004645327,0.00003659739,0.00002162785,0.0001770261,0.000142398,0.0001051698,0.0106298,0.00006578233,0.9869214,0.0001416949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0596141,0.0002415214,0.005718071,0.01309218,0.00006335177,0.001173696,0.0001787614,0.004205761,0.9157125],"genre_scores_gemma":[0.9914945,0.0002312567,0.001935103,0.002545377,0.0003642924,6.920538e-8,0.0008525826,0.001622123,0.0009546347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9318805,"threshold_uncertainty_score":0.9867575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565900345327713,"score_gpt":0.2757181302106007,"score_spread":0.2000591267573235,"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."}}