{"id":"W4406414006","doi":"10.1016/s1544-8800(13)70002-2","title":"10.1016/s1544-8800(13)70002-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Synthesis of β-Lactam Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Culprit; Aspirin; Medicine; Resistance (ecology); Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001215186,0.0002736831,0.0002923605,0.00006759217,0.000104688,0.000088965,0.0005971642,0.0001561043,0.9996142],"category_scores_gemma":[0.00008897015,0.0002903571,0.0001352923,0.0001555497,0.00005364565,0.0001264964,0.0000851091,0.0001982899,0.9971974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044016,"about_ca_system_score_gemma":0.00004586895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005843937,"about_ca_topic_score_gemma":4.397342e-7,"domain_scores_codex":[0.9984447,0.00002313478,0.0002869937,0.000423311,0.0003450253,0.0004767981],"domain_scores_gemma":[0.99866,0.0001789892,0.00005206354,0.0008109677,0.0000469843,0.0002510544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000118075,0.0001128296,9.636784e-7,0.00002024278,0.00004833495,0.00001747656,0.00002135349,0.00003308407,0.005865977,3.875597e-7,0.4192819,0.5744793],"study_design_scores_gemma":[0.0002823455,0.00002909756,0.00002486841,0.00004388772,0.00003039069,0.0000236812,0.000002288448,0.0001830879,0.01399122,0.00001372184,0.9850168,0.0003585893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01258193,0.00008253389,2.199481e-7,0.0003983669,0.000001713102,0.00006626761,0.00002305554,0.0004054923,0.9864404],"genre_scores_gemma":[0.003504193,3.428399e-7,0.0001924107,0.00004405627,0.0004054283,0.00002704478,0.00002028979,0.00007556509,0.9957307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5741208,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005787615792548977,"score_gpt":0.1682466569057761,"score_spread":0.1624590411132272,"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."}}