{"id":"W4402581958","doi":"10.1038/s44319-024-00247-x","title":"Espressogate","year":2024,"lang":"es","type":"article","venue":"EMBO Reports","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.005584052,0.0007702532,0.0005281614,0.0009407977,0.007188093,0.01173506,0.001070973,0.01343575,0.1087809],"category_scores_gemma":[0.01872901,0.0003274863,0.0006358251,0.001303094,0.003698092,0.005430527,0.004982508,0.01174655,0.06678658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690491,"about_ca_system_score_gemma":0.005975669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183793,"about_ca_topic_score_gemma":0.009197635,"domain_scores_codex":[0.9955215,0.0006799177,0.000135048,0.0004479923,0.002340319,0.0008752283],"domain_scores_gemma":[0.9873937,0.001948361,0.0006196391,0.001043702,0.004253484,0.004741191],"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":[0.0001198769,0.00004005826,0.0009008189,0.00008709833,0.000009105652,0.0002739028,0.0004783729,0.00001850724,0.001118994,0.01406261,0.9561796,0.02671092],"study_design_scores_gemma":[0.000006692224,0.00002942633,0.0007656285,0.00005527144,0.000003931912,0.0001223306,0.0007876976,0.00001977419,0.0006190284,0.001386188,0.9961934,0.00001058803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01087341,0.009026877,0.001112148,0.6564291,0.06034046,0.00004724492,0.001052859,0.001049009,0.2600689],"genre_scores_gemma":[0.04114321,0.003912755,0.0008782033,0.2035535,0.005145147,0.00003994967,0.00089455,0.0007756099,0.7436571],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1087809,"threshold_uncertainty_score":0.3639084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398319695074369,"score_gpt":0.299141949773566,"score_spread":0.2851587528228223,"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."}}