{"id":"W6949619235","doi":"10.5281/zenodo.3541162","title":"NPA_ref10155","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Identification (biology); Natural (archaeology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001211717,0.00252249,0.003722618,0.01152547,0.004931237,0.01094553,0.005223271,0.006169419,0.9145657],"category_scores_gemma":[0.006731092,0.002066131,0.002437217,0.01508275,0.001471927,0.008951896,0.004763075,0.003136769,0.86437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004071636,"about_ca_system_score_gemma":0.006319569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259394,"about_ca_topic_score_gemma":0.0101985,"domain_scores_codex":[0.9978962,0.000120448,0.0002350899,0.0003195771,0.001147243,0.0002814259],"domain_scores_gemma":[0.9950237,0.0006149383,0.0002321176,0.0005012833,0.00283939,0.0007885646],"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":[0.00006205078,0.00004819624,0.0001070399,0.001630633,0.00001313085,0.0001050296,0.00002741855,0.00005930285,0.0006374588,0.001783231,0.9742067,0.02131973],"study_design_scores_gemma":[0.00003828955,0.00001920046,0.0007671471,0.0003389657,0.00001104274,0.000104682,0.00003040072,0.0000468102,0.0003510809,0.0008831737,0.9973871,0.00002208493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005355447,0.004424928,0.001772418,0.004160801,0.03992566,0.0006926876,0.3306519,0.00590811,0.6119279],"genre_scores_gemma":[0.004066505,0.005430089,0.003125365,0.002343404,0.004086682,0.000580967,0.4054705,0.003750064,0.5711465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08543426,"threshold_uncertainty_score":0.1218616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318638789402183,"score_gpt":0.2112794860162836,"score_spread":0.1980930981222618,"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."}}