{"id":"W2077533630","doi":"10.1159/000059336","title":"Microwave decondensation and codenaturation: a new methodology to maximize FISH data from donors with very low concentrations of sperm","year":2001,"lang":"en","type":"article","venue":"Cytogenetic and Genome Research","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Sperm; Biology; Fish <Actinopterygii>; Fluorescence in situ hybridization; Semen; Andrology; Ploidy; Genetics; Chromosome; Fishery","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":[0.0008400157,0.0007946289,0.0004900009,0.0009758273,0.0004082227,0.0004430157,0.0009411545,0.0006615559,0.001390504],"category_scores_gemma":[0.0009304309,0.0004603129,0.0003057189,0.0007770571,0.0007105234,0.0006626273,0.000725361,0.0008734068,0.0005089156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620664,"about_ca_system_score_gemma":0.0004532617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009305754,"about_ca_topic_score_gemma":0.002493833,"domain_scores_codex":[0.9994882,0.00008785845,0.00005049176,0.0001528178,0.0001803357,0.00004009975],"domain_scores_gemma":[0.9991937,0.0002506937,0.0001987122,0.0001657371,0.0001432513,0.00004784783],"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":[0.00005198836,0.000008555005,0.0002354793,0.00006298095,0.000008446559,0.00002679824,0.00003267477,0.00003333776,0.9929808,0.0001440414,0.0000470681,0.006367804],"study_design_scores_gemma":[0.00001747711,0.0001663966,0.005552045,0.000007978686,0.00003687488,0.0006751282,0.00001916665,0.000559754,0.9852782,0.00009077845,0.007571956,0.00002426485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4486986,0.005162356,0.540364,0.0004196909,0.0001966065,0.0004688971,0.000362054,0.001105046,0.003222641],"genre_scores_gemma":[0.5077433,0.004033086,0.4770549,0.0002681323,0.00009617097,0.0008177599,0.00117107,0.0003345222,0.008481038],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001390504,"threshold_uncertainty_score":0.004651725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258570358302619,"score_gpt":0.3486432256724264,"score_spread":0.1227861898421645,"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."}}