{"id":"W6063504","doi":"10.3109/10520295.2011.568971","title":"Notes and queries","year":2011,"lang":"en","type":"article","venue":"Biotechnic & Histochemistry","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Information retrieval","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001312987,0.002514295,0.001954919,0.005648338,0.001436363,0.002873673,0.003394174,0.002868158,0.9060683],"category_scores_gemma":[0.0127903,0.001201602,0.001822481,0.004068789,0.0004331709,0.003452359,0.003238579,0.001936627,0.778613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844466,"about_ca_system_score_gemma":0.001727034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282807,"about_ca_topic_score_gemma":0.02265881,"domain_scores_codex":[0.9989057,0.00007629421,0.000104381,0.0001336094,0.0006048707,0.0001750242],"domain_scores_gemma":[0.9944251,0.002059665,0.0002351877,0.000781331,0.001480545,0.001018225],"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":[0.00007174266,0.00004505535,0.0001159353,0.0003111658,0.000004822928,0.00004142808,0.0000194977,0.00004409306,0.0006678706,0.0003596018,0.9857827,0.012536],"study_design_scores_gemma":[0.0002039503,0.00004853635,0.001451143,0.0002686544,0.00001876744,0.0001102587,0.00007718558,0.0002739856,0.00187854,0.001906561,0.9936872,0.00007515406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001183031,0.0006812969,0.005788475,0.003817787,0.002544824,0.001060012,0.7053616,0.05156767,0.2279954],"genre_scores_gemma":[0.003928014,0.001105652,0.01006661,0.003488853,0.0007664827,0.002050705,0.5669069,0.0234829,0.3882039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09393167,"threshold_uncertainty_score":0.1339821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723018689983161,"score_gpt":0.2412576662711233,"score_spread":0.2240274793712917,"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."}}