{"id":"W2360968026","doi":"","title":"Studies on techniques for function modules of halobios searcher","year":2004,"lang":"en","type":"article","venue":"","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Taxonomy (biology); Computer science; Function (biology); Identification (biology); Data science; Software; Information retrieval; Ecology; Biology; Evolutionary biology","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":[],"consensus_categories":[],"category_scores_codex":[0.002582526,0.0008552758,0.0006978552,0.002058285,0.0009159527,0.001372554,0.00262899,0.0007800437,0.006567845],"category_scores_gemma":[0.007748531,0.0007546612,0.001222786,0.001583138,0.000787062,0.005597888,0.001468753,0.00178942,0.004035736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107546,"about_ca_system_score_gemma":0.0009482061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476011,"about_ca_topic_score_gemma":0.001067347,"domain_scores_codex":[0.9976908,0.0004378391,0.0001375313,0.0004836865,0.001035361,0.0002148824],"domain_scores_gemma":[0.9954084,0.001851308,0.0002546814,0.001098043,0.001260107,0.0001275502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004508064,0.0001447904,0.004795142,0.000770496,0.000102737,0.00015835,0.001135699,0.00387681,0.09022253,0.04603166,0.005092034,0.8472189],"study_design_scores_gemma":[0.0001246882,0.0008078704,0.00846938,0.0004571547,0.0002882577,0.003464084,0.0009207235,0.1592407,0.5553855,0.03460371,0.2360048,0.0002330645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04456751,0.00417463,0.9393438,0.0002686105,0.0001066257,0.0001957323,0.0002296038,0.005548588,0.005564883],"genre_scores_gemma":[0.1437423,0.003162976,0.8370833,0.0002170969,0.00009519041,0.0002522294,0.001512133,0.001670149,0.01226477],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006567845,"threshold_uncertainty_score":0.02197158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669924879216085,"score_gpt":0.3540521860795154,"score_spread":0.2870596981579069,"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."}}