{"id":"W2417430552","doi":"10.1385/1-59259-752-1:143","title":"High-Throughput BAC Fingerprinting","year":2004,"lang":"en","type":"article","venue":"Humana Press eBooks","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Canada's Michael Smith Genome Sciences Centre","keywords":"Contig; Insert (composites); Genome; Biology; Computational biology; Genetics; clone (Java method); DNA; Engineering; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005635875,0.00009443545,0.00009585036,0.000003150008,0.0002593633,0.00006520389,0.0001758347,0.00005130155,0.0001841514],"category_scores_gemma":[0.00001155691,0.00003842519,0.00005753091,0.00001976582,0.00003547272,0.00003308053,0.0000966619,0.0000729313,0.00003953055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001528058,"about_ca_system_score_gemma":0.000004854288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741866,"about_ca_topic_score_gemma":0.0009902675,"domain_scores_codex":[0.9993042,0.00001736278,0.000141547,0.00021484,0.0001199753,0.0002020332],"domain_scores_gemma":[0.9997743,0.00003337389,0.00004909469,0.00006064193,0.00002801,0.00005458873],"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":[0.00001411426,0.0001542859,0.000127445,0.00001699678,0.00005372726,0.00002080018,0.001018319,0.0004953033,0.1820095,0.3180645,0.000338151,0.4976869],"study_design_scores_gemma":[0.001300299,0.0004753356,0.1138621,0.0001388799,0.00008203782,0.00002815814,0.0001945322,0.0000586137,0.1418527,0.09793539,0.642962,0.001109969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674265,0.0003234528,0.00002392806,0.0003071687,0.0001806651,0.0001536113,0.00001432498,0.000133224,0.03143708],"genre_scores_gemma":[0.9975696,0.00002067761,0.000550123,0.0001702607,0.0004285984,0.0000185857,0.00001381163,8.550023e-7,0.00122752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426238,"threshold_uncertainty_score":0.2633191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520640265272077,"score_gpt":0.228011301388162,"score_spread":0.1828048987354412,"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."}}