{"id":"W7017159071","doi":"","title":"Advancing Waterfowl Ecology and Management: Assessments of an Online Course, Professional Credentials, and Graduate Student Publication Performance","year":2021,"lang":"en","type":"article","venue":"TigerPrints (Clemson University)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Outreach; Wildlife; Coursework; Nexus (standard); Graduate students; Publishing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003426434,0.000107592,0.0002268587,0.009092155,0.0002605838,0.0003267504,0.0007400981,0.00006849089,0.0002664714],"category_scores_gemma":[0.0003915511,0.00009510622,0.00003215712,0.01878368,0.000158597,0.001011815,0.001419053,0.0001565922,0.00001735223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007802933,"about_ca_system_score_gemma":0.0001312905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001626921,"about_ca_topic_score_gemma":0.00005287379,"domain_scores_codex":[0.9963442,0.0002589849,0.0003236592,0.0006072386,0.002137197,0.0003287091],"domain_scores_gemma":[0.9971891,0.0002929232,0.0002216007,0.0004022514,0.001622968,0.0002711611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000654152,0.001459611,0.7460064,0.00007192366,0.00007928581,0.0001135195,0.0003621465,0.0000404869,0.001598436,0.002346292,0.000448769,0.2474077],"study_design_scores_gemma":[0.0006700208,0.0001139871,0.9868196,0.00001670616,0.00001884444,0.000007650712,0.002911678,0.003275641,0.0009437844,0.0001865662,0.004928745,0.0001067231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957301,0.00004057298,0.0003053046,0.0004738913,0.000233252,0.0001866042,0.00002406089,0.00001355447,0.002992629],"genre_scores_gemma":[0.9866272,0.000898789,0.00203167,0.0000375129,0.00001452332,7.84989e-7,0.00002374172,0.000005683817,0.0103601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247301,"threshold_uncertainty_score":0.9024937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3545544243174834,"score_gpt":0.5155421950172021,"score_spread":0.1609877706997187,"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."}}