{"id":"W6948675967","doi":"10.5061/dryad.8cz8w9gnx","title":"Data from: Spontaneous hybridization and introgression between walleye (Sander vitreus) and sauger (S. canadensis) in two large reservoirs: insights from genotyping-by-sequencing","year":2020,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Nucleofection; Fish <Actinopterygii>; Circumstantial evidence; Ectotherm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.00101582,0.000424049,0.0006450497,0.0003015132,0.0002597529,0.006590557,0.007645877,0.0001774827,0.0002426955],"category_scores_gemma":[0.0009604699,0.0004014437,0.00001677622,0.0004809846,0.00007961066,0.01555987,0.01972784,0.0008378702,0.0001480395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049481,"about_ca_system_score_gemma":0.0004054121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05158433,"about_ca_topic_score_gemma":0.1522641,"domain_scores_codex":[0.9949622,0.0007514118,0.0006200525,0.002319792,0.0008347119,0.0005118428],"domain_scores_gemma":[0.9951764,0.0008784743,0.0004653512,0.003062295,0.00006571032,0.00035179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000740586,0.00004250305,0.0002540456,0.00003621769,0.0001756256,0.003531036,0.000218351,0.000003603195,0.0001631489,0.000009442238,0.9888445,0.006647498],"study_design_scores_gemma":[0.0009975402,0.00004263623,0.0004628579,0.0003102464,0.00009232108,0.00001413091,0.00009985686,0.004111269,0.00006776008,0.000125706,0.9932034,0.0004722817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01472185,0.00154554,0.00233274,0.00186509,0.0001186763,0.0009840283,0.9783494,0.000006858779,0.00007575956],"genre_scores_gemma":[0.003749559,0.002566332,0.009348379,0.000266639,0.0002112034,0.00001532972,0.9837418,0.00002524239,0.00007549594],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1006798,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272227191611089,"score_gpt":0.3819314455226918,"score_spread":0.2547087263615828,"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."}}