{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008323371,0.0003136308,0.0003071393,0.002632667,0.001055153,0.002656816,0.000676272,0.0007394651,0.004486318],"category_scores_gemma":[0.02861435,0.0001779256,0.0003934129,0.001395646,0.0005419938,0.002175399,0.002044308,0.0008297149,0.001149445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008602898,"about_ca_system_score_gemma":0.001222785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627665,"about_ca_topic_score_gemma":0.003367413,"domain_scores_codex":[0.9973471,0.0006023595,0.0003531743,0.0002349675,0.00112425,0.0003380592],"domain_scores_gemma":[0.9541317,0.01019189,0.0112721,0.001499715,0.01200185,0.01090279],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003554301,0.003687868,0.8547286,0.0002072205,0.00007039554,0.0002592582,0.009973624,0.0002614384,0.002398446,0.0001781027,0.002467543,0.1254121],"study_design_scores_gemma":[0.00001960097,0.001346113,0.9852309,0.00006063339,0.00001759823,0.0001566442,0.008549884,0.0007389146,0.0008406119,0.0001006905,0.002914025,0.00002436762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969791,0.00009284122,0.00009104663,0.0001568196,0.00001380811,0.00003934674,0.0000698569,0.00001661311,0.002540557],"genre_scores_gemma":[0.9969259,0.0001652531,0.0004558993,0.00006026189,0.00002975579,0.00004559203,0.0001719675,0.000005691658,0.002139723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9973673,"threshold_uncertainty_score":0.04401875,"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."}}