{"id":"W2259489698","doi":"10.2139/ssrn.2510878","title":"How Lame are Lame Ducks?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Institute","funders":"","keywords":"Mathematics","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":[0.001447338,0.0002082851,0.0002879608,0.0004019768,0.002533482,0.002463936,0.0005437927,0.001721177,0.01000817],"category_scores_gemma":[0.006365792,0.000207784,0.0001806472,0.0002511925,0.004368094,0.002369756,0.0008008121,0.001556701,0.003020352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573824,"about_ca_system_score_gemma":0.0009260036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920462,"about_ca_topic_score_gemma":0.06790534,"domain_scores_codex":[0.9992125,0.0003141561,0.000021694,0.0001467569,0.0001065497,0.0001982363],"domain_scores_gemma":[0.9968277,0.0004244336,0.0006692769,0.0001918729,0.0007069135,0.001179862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000612521,0.0003947158,0.5050628,0.000542373,0.0003022635,0.002262041,0.04214011,0.0002905054,0.00881624,0.01704948,0.1132666,0.3092602],"study_design_scores_gemma":[0.00003102359,0.0004522582,0.3946671,0.0006989922,0.0001760085,0.004709151,0.2258289,0.0003217058,0.001895228,0.0143323,0.3567371,0.0001501606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767264,0.009331699,0.001775157,0.09847651,0.001831604,0.00002522785,0.0002990658,0.0001307432,0.120866],"genre_scores_gemma":[0.9498166,0.001956837,0.0009475392,0.01223458,0.000258431,0.000011945,0.00009737418,0.0000509654,0.03462579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920462,"threshold_uncertainty_score":0.03818566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004743262578212894,"score_gpt":0.1976321543668933,"score_spread":0.1928888917886804,"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."}}