{"id":"W4414519668","doi":"10.3390/fishes10100478","title":"Validation of Using Multiplex PCR with Sex Markers SSM4 and ALLWSex2 in Long-Term Stored Blood Samples to Determine Sex of the North American Shortnose Sturgeon (Acipenser brevirostrum)","year":2025,"lang":"en","type":"article","venue":"Fishes","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; University of New Brunswick","funders":"","keywords":"Sexing; Multiplex; Acipenser; Multiplex polymerase chain reaction; Polymerase chain reaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001264218,0.0001134226,0.0002210686,0.00005011882,0.00007836838,0.000007715737,0.0001443645,0.00002042356,0.00004042634],"category_scores_gemma":[0.00005171289,0.00008380863,0.00002254065,0.0003065784,0.0003511348,0.00008630351,0.0003276956,0.00005186132,4.876238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003251439,"about_ca_system_score_gemma":0.000006286744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009860531,"about_ca_topic_score_gemma":0.03157162,"domain_scores_codex":[0.9992319,0.00006741425,0.0001971858,0.0002309118,0.0001177232,0.0001548753],"domain_scores_gemma":[0.9995672,0.00009369113,0.0001159113,0.000194764,0.000006345723,0.00002211962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005712697,0.00006978472,0.9950157,0.00004139371,0.00005407054,0.000003001584,0.0004611217,0.0006231971,0.000902976,6.223366e-7,0.0001868387,0.002584194],"study_design_scores_gemma":[0.0002996704,0.00009146213,0.9962265,0.00004244087,0.00006731027,0.00000101838,0.0002955587,0.0001007193,0.002739855,0.00000404982,0.0000454723,0.00008592221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990366,0.000006508523,0.00004767704,0.0001872748,0.00002578789,0.0004145281,0.0000126853,0.000007099313,0.0002619126],"genre_scores_gemma":[0.998908,0.00002448338,0.0006022034,0.000204994,0.000003357249,0.00001630803,0.000005483568,0.000005564167,0.0002296423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03058556,"threshold_uncertainty_score":0.9860997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471608162671663,"score_gpt":0.2304438984329191,"score_spread":0.2157278168062025,"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."}}