{"id":"W6885009718","doi":"10.13140/rg.2.2.15090.43202","title":"The Effects of Oil and Gas Development On Songbirds of the Mixed-grass Prairie: Nesting Success and Identification of Nest Predators","year":2015,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nesting (process); Predation; Identification (biology); Nest (protein structural motif); Population","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":[0.0002924388,0.0000564519,0.00009877877,0.00001891746,0.0001644267,0.000003437321,0.0001978851,0.00004696652,7.607194e-7],"category_scores_gemma":[0.00007427454,0.00004489647,0.00001724408,0.0001075197,0.0006067634,0.0001049755,0.0002131493,0.00005249112,0.000001842161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024727,"about_ca_system_score_gemma":0.00002055601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611613,"about_ca_topic_score_gemma":0.07852272,"domain_scores_codex":[0.9994792,0.00007565616,0.0000823348,0.0001113915,0.0001701446,0.00008121309],"domain_scores_gemma":[0.9994416,0.0001157988,0.0002447604,0.0001413844,0.00002237118,0.00003403819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002486471,0.00005050234,0.9893013,0.00005010818,0.000007472623,0.000001018526,0.0004584343,0.00002083978,0.003724369,0.00002568255,0.0001573252,0.006178032],"study_design_scores_gemma":[0.0002621646,0.00006889696,0.9815444,0.00003733399,0.00003455207,0.000001596799,0.003077876,0.0000317639,0.01471266,0.00002439197,0.000162926,0.00004137936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991935,0.0000223146,0.0000294728,0.0004703146,0.00007608201,0.00008152953,0.000002055278,0.000003954105,0.0001206983],"genre_scores_gemma":[0.999695,0.00001341718,0.0001390925,0.000002803869,0.000002138914,3.059685e-7,6.577296e-7,0.000002663461,0.0001439435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07816156,"threshold_uncertainty_score":0.9382918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009687259516317678,"score_gpt":0.1908819204229005,"score_spread":0.1811946609065828,"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."}}