{"id":"W7165004245","doi":"10.17504/protocols.io.4r3l2177qg1y/v1","title":"Sexing - short fragment (cetacean only) v1","year":2025,"lang":"","type":"article","venue":"","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sexing; Fragment (logic); Primer (cosmetics); Restriction fragment; Sperm whale","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009565969,0.0008822146,0.0009780681,0.001371589,0.0008137601,0.0004961133,0.0007221489,0.00087017,0.02385611],"category_scores_gemma":[0.001363646,0.0006408448,0.0009318583,0.0005533266,0.0004948149,0.0003901006,0.0008698969,0.001610896,0.0146664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920051,"about_ca_system_score_gemma":0.0005954172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006920452,"about_ca_topic_score_gemma":0.001910788,"domain_scores_codex":[0.9991089,0.00007664663,0.00009378277,0.0004147114,0.000193537,0.0001125237],"domain_scores_gemma":[0.9991715,0.0001821018,0.0001276818,0.0002193698,0.0002202807,0.00007908566],"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":[0.0006393038,0.0001692367,0.004686637,0.0007144012,0.0000685437,0.0002467066,0.0002994383,0.0000932365,0.8432782,0.001037569,0.005344292,0.1434222],"study_design_scores_gemma":[0.0001109876,0.0009359422,0.03362865,0.0001320196,0.0002588727,0.002551558,0.0001440788,0.0007142151,0.802316,0.0005931507,0.1585557,0.00005886304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3669379,0.008759894,0.5227242,0.0008280152,0.001882794,0.005162299,0.03415873,0.01365514,0.04589095],"genre_scores_gemma":[0.3084511,0.003054755,0.4691715,0.001296853,0.0002161458,0.002572757,0.08803531,0.00433348,0.1228681],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9761439,"threshold_uncertainty_score":0.07980663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785739689161949,"score_gpt":0.2607241536244407,"score_spread":0.2428667567328212,"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."}}