{"id":"W2047736126","doi":"10.1126/science.291.5507.1363","title":"Worth Its Weight in Gold","year":2001,"lang":"en","type":"article","venue":"Science","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Immunocytochemistry; Colloidal gold; Electron microscope; Antigen; Bridging (networking); Nanotechnology; Colloidal particle; Biology; Computational biology; Biophysics; Chemistry; Colloid; Materials science; Computer science; Immunology; Nanoparticle; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466833,0.00005084298,0.00008752078,0.0001725875,0.00005445956,0.00001641257,0.0001787408,0.00001762599,0.000394393],"category_scores_gemma":[0.00009566231,0.00003558056,0.00002186563,0.001064293,0.0002637446,0.0001177949,0.00007335872,0.0001309041,0.0004020771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927068,"about_ca_system_score_gemma":0.0001809413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036237,"about_ca_topic_score_gemma":0.00004600907,"domain_scores_codex":[0.9988698,0.000008090069,0.00009372705,0.0001999169,0.0004905874,0.0003379292],"domain_scores_gemma":[0.9996101,0.0000232666,0.00001116345,0.0001273159,0.00006480373,0.000163408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991102,0.0001774785,0.8614786,0.00003433513,0.000003761077,0.0007271267,0.0002809515,0.000005018655,0.08000571,0.004622328,0.001453779,0.05101184],"study_design_scores_gemma":[0.0003287409,0.0001021348,0.826117,0.00005583081,0.000001641935,0.0001376974,0.00002721118,0.0008936138,0.007103464,0.0002465485,0.16491,0.00007607835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086233,0.0004541686,0.000003619611,0.00357427,0.00008622002,0.00008826403,8.430153e-7,0.00001235148,0.08715691],"genre_scores_gemma":[0.9633889,0.0003351275,0.0001902361,0.0004995032,0.00008950412,0.000003702004,8.36204e-7,0.00000275297,0.03548951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634562,"threshold_uncertainty_score":0.5168023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835906123807881,"score_gpt":0.3538918823490138,"score_spread":0.3155328211109349,"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."}}