{"id":"W116761798","doi":"10.2144/04362bm04","title":"Prediction and quality assessment of transposon insertion display data","year":2004,"lang":"en","type":"article","venue":"BioTechniques","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Transposable element; Biology; Genetics; Transposition (logic); Genome; Population; Restriction fragment length polymorphism; Computational biology; Polymerase chain reaction; Gene; Computer science; Artificial intelligence","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":[0.01000699,0.000840155,0.001001407,0.004245583,0.0004538383,0.003045717,0.001055226,0.001072114,0.001178726],"category_scores_gemma":[0.03658777,0.0004573604,0.001053095,0.002841526,0.0004973955,0.001440179,0.0009614158,0.001242143,0.0006600189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006131945,"about_ca_system_score_gemma":0.0009123147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468623,"about_ca_topic_score_gemma":0.002583607,"domain_scores_codex":[0.9956784,0.0009195065,0.0006217632,0.0006060423,0.001960878,0.0002135286],"domain_scores_gemma":[0.9570239,0.02589573,0.003862332,0.003783669,0.008644496,0.0007897588],"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":[0.004065848,0.0006050031,0.2774003,0.001502118,0.001018524,0.001004352,0.0005606354,0.04681679,0.2896247,0.002608484,0.007385331,0.3674079],"study_design_scores_gemma":[0.0001892552,0.0007661422,0.1028356,0.0001159223,0.0006449673,0.001373076,0.0002198646,0.6273323,0.2550148,0.003759712,0.007607632,0.0001406955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5976099,0.001154268,0.3807871,0.0004306374,0.0001054007,0.0002125239,0.009628369,0.009419685,0.0006519408],"genre_scores_gemma":[0.7882418,0.0004056083,0.1798263,0.0001378008,0.00005808505,0.00009080829,0.02975892,0.0007171976,0.0007634339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000699,"threshold_uncertainty_score":0.05292267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09899177734377507,"score_gpt":0.3172783571196257,"score_spread":0.2182865797758506,"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."}}