{"id":"W7006095956","doi":"","title":"Summary of Priority Research and\\nManagement Needs for Migratory Shore and Upland Game Birds","year":2011,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Task force; Scrutiny; Task (project management); Habitat; Process (computing)","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":[0.0004839125,0.00007566724,0.0001101897,0.00007584527,0.0001006363,0.000007604925,0.0001358328,0.00008823258,0.0002850452],"category_scores_gemma":[0.00001908179,0.00006707018,0.00001861336,0.0001316579,0.0005773295,0.0001095672,0.0002428122,0.0001218149,0.00001481853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003544372,"about_ca_system_score_gemma":0.000008398722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426134,"about_ca_topic_score_gemma":0.003875107,"domain_scores_codex":[0.9992905,0.00004597585,0.0001241295,0.0001840834,0.0001268994,0.0002284058],"domain_scores_gemma":[0.9996501,0.00006875045,0.00003210404,0.0001672891,0.00001056,0.00007125657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007038529,0.0001133046,0.9919237,0.0000235573,0.000007541764,0.000005536191,0.002057618,8.311528e-8,0.001898197,0.0000895396,0.0009700134,0.002840464],"study_design_scores_gemma":[0.0002946003,0.0004166056,0.9955395,0.000008907622,0.00001422496,0.00000397643,0.0001304654,0.000008881451,0.0005350343,0.0007647098,0.002205543,0.00007747681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971994,0.0001214481,0.00001789454,0.00005088879,0.00005897454,0.0003342759,0.00001192811,0.00001304788,0.002192194],"genre_scores_gemma":[0.9986776,0.00006515419,0.0003744565,0.00004120173,0.00001472125,0.0000361944,0.00000281473,0.000008002246,0.0007798854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615814,"threshold_uncertainty_score":0.3121045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07782392010111425,"score_gpt":0.3002363460774771,"score_spread":0.2224124259763628,"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."}}