{"id":"W1603618593","doi":"10.1080/21597081.2015.1017084","title":"The lambda - P22 problem","year":2015,"lang":"en","type":"article","venue":"Bacteriophage","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Lambda; Biology; Evolutionary biology; Hybrid; Genetics; Genealogy; Bacteriophage; Computational biology; Combinatorics; Physics; Mathematics; Gene; History","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":[0.003970478,0.00083,0.001120372,0.001350138,0.003618975,0.00396305,0.00171747,0.005404782,0.01675463],"category_scores_gemma":[0.01749878,0.0006152619,0.0008092703,0.001727951,0.008336957,0.0110365,0.004688039,0.008131736,0.005078463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014065,"about_ca_system_score_gemma":0.001716538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655,"about_ca_topic_score_gemma":0.000855202,"domain_scores_codex":[0.9968938,0.0008170205,0.0001630207,0.0007307719,0.0009311546,0.0004642585],"domain_scores_gemma":[0.9932527,0.004630644,0.0003428396,0.0007013836,0.0006032301,0.0004692636],"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":[0.0001096592,0.00004976292,0.001016518,0.0001417196,0.00001716721,0.0007373596,0.0004483515,0.0003953986,0.0003311631,0.8631628,0.06514366,0.06844636],"study_design_scores_gemma":[0.00003397531,0.0000151846,0.0004137742,0.00007514719,0.00001161391,0.002376312,0.0003065325,0.0008887607,0.0003574898,0.8637973,0.1316985,0.00002530249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07340958,0.03405195,0.1476113,0.2988615,0.009944711,0.0001376317,0.001036586,0.001119092,0.4338278],"genre_scores_gemma":[0.6888833,0.03079339,0.05094414,0.04796556,0.01805094,0.000369124,0.001178943,0.0009543346,0.1608603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01675463,"threshold_uncertainty_score":0.05604982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346582833398501,"score_gpt":0.2272469159556333,"score_spread":0.2137810876216483,"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."}}