{"id":"W2497813984","doi":"10.1385/1-59259-207-4:307","title":"Colony Cultures: Plating Efficiency Assay and Cloning","year":2003,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"clone (Java method); Biology; Cloning (programming); Cell culture; Suspension culture; Cell biology; Plating efficiency; Morphology (biology); Colony morphology; Genetics; DNA; Bacteria; Computer science","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":[0.004498369,0.002687969,0.004136111,0.008658851,0.001281541,0.002349581,0.005217714,0.001519021,0.01478541],"category_scores_gemma":[0.004414778,0.001615943,0.001690976,0.008085534,0.001175746,0.001445193,0.002459889,0.004312763,0.02898167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006865564,"about_ca_system_score_gemma":0.0008188565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009330698,"about_ca_topic_score_gemma":0.001616345,"domain_scores_codex":[0.9868656,0.002573938,0.002064794,0.002218866,0.005716787,0.0005601161],"domain_scores_gemma":[0.9937332,0.002005521,0.000407778,0.001500786,0.002089691,0.000262994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005234368,0.0008158477,0.001841582,0.001942572,0.0002021505,0.0007027967,0.0008870431,0.0007726479,0.7711202,0.006241246,0.02206614,0.1928844],"study_design_scores_gemma":[0.00005520871,0.0005025634,0.004117823,0.0002889148,0.0002447678,0.00168597,0.0001500401,0.003492639,0.8460531,0.001558749,0.1416998,0.0001504763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02194719,0.01050201,0.88671,0.0006495978,0.001241087,0.005444242,0.01389451,0.0102159,0.04939546],"genre_scores_gemma":[0.04978635,0.01132062,0.8203114,0.0002922616,0.0002633433,0.007426902,0.02854075,0.005096745,0.07696178],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01478541,"threshold_uncertainty_score":0.04946214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243965947867575,"score_gpt":0.2699349637670108,"score_spread":0.2455383689802533,"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."}}