{"id":"W2127864831","doi":"10.1093/jhered/esg022","title":"Reliable Noninvasive Genotyping: Fantasy or Reality?","year":2003,"lang":"en","type":"article","venue":"Journal of Heredity","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; WWF International; Canada Excellence Research Chairs, Government of Canada","keywords":"Genotyping; Biology; DNA extraction; Microsatellite; DNA; Polymerase chain reaction; Computational biology; Genotype; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1016037,0.001186758,0.002688101,0.002119881,0.001370098,0.006262898,0.004200686,0.006498362,0.003165058],"category_scores_gemma":[0.1376076,0.0008128789,0.0006855218,0.001646821,0.01397018,0.01179443,0.002939159,0.00806216,0.0021279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305484,"about_ca_system_score_gemma":0.001561306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130584,"about_ca_topic_score_gemma":0.001493361,"domain_scores_codex":[0.9614077,0.02343654,0.002372874,0.003336602,0.008407069,0.001039208],"domain_scores_gemma":[0.7922393,0.1407282,0.01148346,0.0252711,0.02452698,0.005750941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000908549,0.0003026243,0.05072036,0.005690808,0.0008335891,0.002413925,0.005441467,0.001943988,0.02133766,0.118396,0.1231663,0.6688449],"study_design_scores_gemma":[0.0001860768,0.001198731,0.03991696,0.005900813,0.0006200948,0.01209958,0.01194225,0.009628005,0.01379091,0.4820116,0.4218012,0.0009037608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03026652,0.09534148,0.2112571,0.6401651,0.009328515,0.0001265431,0.0007620959,0.001036809,0.01171587],"genre_scores_gemma":[0.488027,0.08128899,0.2907102,0.1095951,0.01686844,0.0004983767,0.001463534,0.001080467,0.01046789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1016037,"threshold_uncertainty_score":0.537338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225338303963116,"score_gpt":0.2996077850428533,"score_spread":0.2773544020032222,"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."}}