{"id":"W6893546307","doi":"10.5281/zenodo.3541189","title":"NPA_ref3048","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural (archaeology); Context (archaeology); Biogenesis; Term (time)","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":[],"category_scores_codex":[0.001411646,0.002183332,0.003550703,0.01164475,0.004724455,0.01081025,0.005164506,0.006164123,0.9111457],"category_scores_gemma":[0.008470797,0.001858556,0.002411699,0.01547432,0.00136445,0.00884736,0.004867972,0.002910207,0.8524647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004357538,"about_ca_system_score_gemma":0.007359487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321244,"about_ca_topic_score_gemma":0.01131361,"domain_scores_codex":[0.9974432,0.0001486071,0.0003147374,0.0003703544,0.001407301,0.0003157497],"domain_scores_gemma":[0.993769,0.0008169438,0.0002877634,0.0006054246,0.003651423,0.0008694493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005592607,0.00004067424,0.00009315995,0.001531876,0.00001308972,0.00009751484,0.00002363337,0.00004810102,0.0003568381,0.001712088,0.9768073,0.01921988],"study_design_scores_gemma":[0.00003465112,0.00001476875,0.0005681472,0.0003427879,0.00001007333,0.00009513201,0.0000261533,0.00003501684,0.000236562,0.0009095762,0.9977094,0.0000176763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004531575,0.004570495,0.001407282,0.005122904,0.04013792,0.000579663,0.3447183,0.004167912,0.5988423],"genre_scores_gemma":[0.004409037,0.00614625,0.00293329,0.0031187,0.005066514,0.0005865533,0.4131916,0.003162591,0.5613854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9111457,"threshold_uncertainty_score":0.1267398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521739045764518,"score_gpt":0.2045217061120695,"score_spread":0.1893043156544243,"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."}}