{"id":"W6912561926","doi":"10.5281/zenodo.5693898","title":"Parcoblatta pennsylvanica","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Process (computing); Living cell","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002521391,0.00008289945,0.00007404762,0.00004763778,0.0009693764,0.0002981109,0.0005827456,0.0000352711,0.3350798],"category_scores_gemma":[0.00008266162,0.00008168293,0.00003818029,0.0002529518,0.00008298751,0.0002686477,0.0007168203,0.0001782553,0.236214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194346,"about_ca_system_score_gemma":6.072053e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005644069,"about_ca_topic_score_gemma":0.000001013383,"domain_scores_codex":[0.9989878,0.0001122956,0.0001300616,0.0002838701,0.0002380454,0.0002479331],"domain_scores_gemma":[0.9994351,0.00001706846,0.00004934869,0.0003539629,0.00003970805,0.000104763],"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":[0.00009831414,0.0002997567,0.0006687405,0.00002689753,0.00004208568,0.00001842915,0.001866619,0.0006536145,0.08474174,0.006572636,0.7941309,0.1108803],"study_design_scores_gemma":[0.0001738839,0.000120599,0.006718687,0.000006660918,0.000003792783,0.0000689369,0.00007446867,0.0003884207,0.0003784945,0.0001388499,0.9918171,0.0001100989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2407907,0.00000668983,0.0004787933,0.0003841289,0.0001253487,0.0002370827,0.00003322263,0.0002845192,0.7576595],"genre_scores_gemma":[0.9916756,0.00001180503,0.000147004,0.000229821,0.00004913866,1.222938e-8,0.0002074445,0.0004456523,0.007233558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7508848,"threshold_uncertainty_score":0.7643808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968476527543112,"score_gpt":0.2388216068402561,"score_spread":0.219136841564825,"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."}}