{"id":"W1532319971","doi":"","title":"Heritage microbiology and science: microbes, monuments and maritime materials","year":2008,"lang":"en","type":"book","venue":"","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbiology; Clinical microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002404461,0.0009925413,0.0008780416,0.001840923,0.002344999,0.009356906,0.001022575,0.003390463,0.03558565],"category_scores_gemma":[0.002062671,0.0003765032,0.000525769,0.002498937,0.002507186,0.006138895,0.006723193,0.003201841,0.004234508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438096,"about_ca_system_score_gemma":0.004347149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755719,"about_ca_topic_score_gemma":0.008845084,"domain_scores_codex":[0.9982694,0.0004547191,0.00007822156,0.0001830624,0.0007026324,0.0003119929],"domain_scores_gemma":[0.9982439,0.0003611449,0.000186516,0.00008091969,0.0005202951,0.0006073238],"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":[0.0001009449,0.0001752464,0.005663091,0.003890222,0.00003388974,0.0004398128,0.004141891,0.0002218418,0.01070427,0.01464803,0.2805371,0.6794437],"study_design_scores_gemma":[0.000005657612,0.0001020207,0.009456654,0.001412801,0.000007547926,0.0002768414,0.008694224,0.0000380684,0.0008096005,0.003678011,0.9754949,0.00002363756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02103575,0.6430015,0.003932516,0.1849999,0.027722,0.00026157,0.0007092749,0.0002654599,0.1180721],"genre_scores_gemma":[0.1202919,0.5509222,0.01495259,0.05003366,0.03018073,0.0002557081,0.001236422,0.0002198225,0.231907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03558565,"threshold_uncertainty_score":0.1190459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009044889535380445,"score_gpt":0.1808729564045079,"score_spread":0.1718280668691275,"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."}}