{"id":"W1507727205","doi":"10.2144/03346bm08","title":"Strategy to Screen Long DNA Inserts in <i>Escherichia coli</i>","year":2003,"lang":"en","type":"article","venue":"BioTechniques","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Ontario Forest Research Institute; Canadian Forest Service","funders":"","keywords":"Center (category theory); Library science; Geography; Cartography; Computer science; Chemistry","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":[0.0005603504,0.00123227,0.001009628,0.0009988924,0.0005700499,0.0007856151,0.001039538,0.001042673,0.004949984],"category_scores_gemma":[0.0009709576,0.0010486,0.001153032,0.0007636382,0.0004175989,0.0004938605,0.0008054544,0.00258206,0.00610012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481077,"about_ca_system_score_gemma":0.0007280848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417205,"about_ca_topic_score_gemma":0.003322156,"domain_scores_codex":[0.9991968,0.0001861888,0.00009413819,0.0001562705,0.000223327,0.0001432971],"domain_scores_gemma":[0.9991636,0.0002365019,0.0001627557,0.0002013955,0.0001284537,0.0001073714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006848434,0.00005810156,0.0001468245,0.00007974236,0.0000131314,0.00007182416,0.00002494098,0.00004924652,0.9951034,0.0002388381,0.0007566441,0.00338886],"study_design_scores_gemma":[0.00003096953,0.0002155671,0.001008942,0.00001769721,0.0000787418,0.0006322772,0.000048043,0.0005869319,0.985427,0.0001535307,0.01177318,0.00002704118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.30573,0.001575657,0.6569273,0.00230771,0.0005460516,0.002682792,0.009050358,0.008325225,0.01285487],"genre_scores_gemma":[0.381342,0.002843425,0.5308319,0.002534369,0.0001278452,0.002791578,0.02848835,0.003494022,0.04754654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004949984,"threshold_uncertainty_score":0.01655936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098860641741915,"score_gpt":0.2589894764612734,"score_spread":0.2480008700438542,"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."}}