{"id":"W4241338110","doi":"10.14351/2016.02.16","title":"Enzymatic detection of formalin-fixed museum specimens for DNA analysis and enzymatic maceration of formalin-fixed specimens","year":2016,"lang":"en","type":"article","venue":"Collection Forum","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maceration (sewage); Enzyme; Biology; Chemistry; Biochemistry; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.000313634,0.0001814377,0.0004524895,0.000593231,0.000509383,0.00005367398,0.00007178206,0.00007129408,0.000315879],"category_scores_gemma":[0.00009570002,0.0001383911,0.0002396979,0.0003092709,0.0001518196,0.0003490084,0.00004382537,0.00004616694,0.000003300898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008896877,"about_ca_system_score_gemma":0.00003017491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643625,"about_ca_topic_score_gemma":0.007904808,"domain_scores_codex":[0.9985905,0.00004576609,0.0007237071,0.0002085981,0.0001975538,0.0002338474],"domain_scores_gemma":[0.9985859,0.0002135126,0.0004927032,0.0002079266,0.0004569091,0.00004299177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002258164,0.0009161072,0.008904194,0.001920589,0.005593588,0.000001453383,0.04422861,0.00002940129,0.3676004,0.5127173,0.03679979,0.01903038],"study_design_scores_gemma":[0.00445094,0.002496958,0.00910838,0.0002732317,0.002040022,0.000007432729,0.009374884,0.009538434,0.8481985,0.02040313,0.09322961,0.0008784744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6952944,0.0004403769,0.2833879,0.006927712,0.001220076,0.003442948,0.0004015092,0.0003956074,0.008489439],"genre_scores_gemma":[0.9912873,0.0001017922,0.0009114788,0.00006969518,0.0000953476,0.0001622868,0.00001482455,0.00001816242,0.007339104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923142,"threshold_uncertainty_score":0.5643426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197042745055344,"score_gpt":0.2269803878743986,"score_spread":0.2050099604238451,"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."}}