{"id":"W2148456535","doi":"10.1111/j.1471-8286.2005.01001.x","title":"<scp>pasos</scp> (parental allocation of singles in open systems): a computer program for individual parental allocation with missing parents","year":2005,"lang":"en","type":"article","venue":"Molecular Ecology Notes","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canada Research Chairs","keywords":"Correctness; Computer science; Genotype; Missing data; Statistics; Biology; Genetics; Mathematics; Programming language; Machine learning; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002345527,0.0001368848,0.0002136871,0.00002837422,0.000103373,0.0001274056,0.0002994016,0.0001173108,0.000004181348],"category_scores_gemma":[0.00004338313,0.00006962221,0.00003809432,0.0001486036,0.00005004377,0.00008453128,0.0001044738,0.00006248726,0.000002074942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003083723,"about_ca_system_score_gemma":0.00001940408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950663,"about_ca_topic_score_gemma":0.001699087,"domain_scores_codex":[0.9989564,0.00007711801,0.0002762517,0.0002869777,0.0001356497,0.0002675601],"domain_scores_gemma":[0.999409,0.0002414721,0.000174309,0.00004540399,0.00007461969,0.00005522413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003966194,0.0008874987,0.6956793,0.00005351968,0.00009096049,0.000007556754,0.0003839515,0.00443319,0.1531978,0.0002328645,0.0001154541,0.1448782],"study_design_scores_gemma":[0.0008314301,0.001784988,0.9582906,0.0001515121,0.00005276851,0.00002857112,0.0004534622,0.01653806,0.02003101,0.00008268677,0.00160031,0.0001545432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980935,0.000142799,0.0002318511,0.0003229995,0.00008715987,0.001003925,0.00004923456,0.00002096512,0.0000475957],"genre_scores_gemma":[0.9938213,0.000005658152,0.005277591,0.00008907096,0.00008623212,0.0001382159,0.0005738895,0.000002279427,0.000005735936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2626114,"threshold_uncertainty_score":0.2839111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151701646197713,"score_gpt":0.2491784973212863,"score_spread":0.2176614808593092,"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."}}