{"id":"W6931325773","doi":"10.5281/zenodo.3541362","title":"NPA_ref949","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":"Metabolite; Anaerobic exercise; Context (archaeology); Atlas (anatomy)","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":[0.001112132,0.001988352,0.003046732,0.01173874,0.003995378,0.009251407,0.004356078,0.004825676,0.8896347],"category_scores_gemma":[0.007488764,0.001491923,0.002181566,0.01510804,0.001063062,0.007355467,0.003891723,0.002613298,0.8169947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004004882,"about_ca_system_score_gemma":0.006416029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467308,"about_ca_topic_score_gemma":0.01261011,"domain_scores_codex":[0.99778,0.0001373671,0.0002920458,0.0003340247,0.001172176,0.0002843923],"domain_scores_gemma":[0.9944189,0.0006761821,0.0002392818,0.000490195,0.003477608,0.0006978993],"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":[0.00005628511,0.00003983166,0.0001202526,0.001706167,0.00001314361,0.00009492286,0.00002304088,0.00004614982,0.00037734,0.001475022,0.9756596,0.02038833],"study_design_scores_gemma":[0.00003041405,0.00001414362,0.0006733272,0.0003757141,0.000009753091,0.00008413197,0.00002515736,0.00003138947,0.000223971,0.0007143518,0.9978028,0.00001487145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004466113,0.004249026,0.001091241,0.003682986,0.02775377,0.0005677504,0.4310666,0.003410278,0.5277318],"genre_scores_gemma":[0.00443186,0.005947334,0.002795417,0.002641667,0.003704613,0.0005627798,0.4873433,0.002747984,0.4898251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1103653,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520152809544317,"score_gpt":0.2045624544579565,"score_spread":0.1893609263625133,"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."}}