{"id":"W6950221755","doi":"10.5281/zenodo.5195557","title":"Archaeodictyna consecuta","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Spider; Natural (archaeology); Context (archaeology); Field (mathematics)","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":[0.0002417008,0.00009440404,0.0001356944,0.0001446125,0.0007886176,0.0002761176,0.0002488963,0.00004102271,0.03220735],"category_scores_gemma":[0.000598097,0.00009995376,0.00006267671,0.0004431947,0.0001310169,0.0001037435,0.0006801486,0.0001773653,0.009465273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006580836,"about_ca_system_score_gemma":0.000005142349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006996512,"about_ca_topic_score_gemma":2.693795e-7,"domain_scores_codex":[0.9988438,0.0001241525,0.0001622615,0.0003108604,0.0002943345,0.0002645893],"domain_scores_gemma":[0.9989395,0.00002300883,0.00003806413,0.000398813,0.0004147678,0.0001859212],"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":[0.0001499195,0.0005004453,0.0001841687,0.0001982784,0.0001630522,0.0005959509,0.001024261,0.000006301753,0.006574765,0.02332492,0.7864051,0.1808729],"study_design_scores_gemma":[0.0009365919,0.0001587241,0.0059433,0.00004280181,0.00004276106,0.0003127246,0.0003717397,0.00006131636,0.001601385,0.0001950529,0.9902304,0.000103183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1330821,0.0004171229,0.002161194,0.009633483,0.0001555213,0.0005108247,0.0001088295,0.001394359,0.8525366],"genre_scores_gemma":[0.9886711,0.0002431751,0.0005515002,0.001052899,0.0001607831,3.193819e-8,0.001917869,0.0008849954,0.006517644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.855589,"threshold_uncertainty_score":0.9913059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963663115877797,"score_gpt":0.2651344283360354,"score_spread":0.2154977971772574,"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."}}