{"id":"W6893723184","doi":"10.5281/zenodo.3541310","title":"NPA_ref7489","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Pseudomonas aeruginosa; Pseudomonadales","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":[0.001110215,0.00218305,0.003345175,0.01017457,0.004330418,0.00938623,0.004646768,0.005542461,0.9100847],"category_scores_gemma":[0.006673441,0.001775681,0.002154567,0.01336378,0.001265574,0.007954767,0.00423906,0.002908605,0.8511996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003872649,"about_ca_system_score_gemma":0.006357263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111236,"about_ca_topic_score_gemma":0.009764238,"domain_scores_codex":[0.9979345,0.0001227793,0.0002531127,0.000330486,0.001079674,0.0002794189],"domain_scores_gemma":[0.9949131,0.0006622706,0.0002444631,0.0004702732,0.002920725,0.0007891796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006990832,0.00004337557,0.0001084825,0.001473503,0.0000136093,0.0001133359,0.00002508751,0.00005040199,0.000524513,0.00180238,0.9763016,0.01947383],"study_design_scores_gemma":[0.00004489334,0.00001920362,0.0008210205,0.0003758893,0.00001224118,0.0001342472,0.00002934274,0.00004539758,0.0003362691,0.001003188,0.9971572,0.0000210065],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006356582,0.006124179,0.001693199,0.004935652,0.04513518,0.0006523511,0.3532157,0.004227031,0.5833811],"genre_scores_gemma":[0.005138379,0.006491609,0.002782764,0.002768311,0.005287743,0.000570744,0.3828811,0.00308481,0.5909946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9100847,"threshold_uncertainty_score":0.1282533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473278453278276,"score_gpt":0.2204073364031219,"score_spread":0.2056745518703391,"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."}}