{"id":"W7042436227","doi":"","title":"The 1996 Piping Plover Census in Ontario","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Ministry of Natural Resources; Minnesota Department of Natural Resources","keywords":"Plover; Census; Piping; Population; Tower","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002205479,0.0001605305,0.0002042588,0.001742335,0.001200521,0.0005973781,0.0004379961,0.0001251458,0.005193392],"category_scores_gemma":[0.001145513,0.0002593953,0.0002569239,0.005247113,0.0002440987,0.0004255151,0.0004281286,0.0001807382,0.0008646779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01689739,"about_ca_system_score_gemma":0.01509775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892783,"about_ca_topic_score_gemma":0.9977961,"domain_scores_codex":[0.9996093,0.00001273919,0.00002679871,0.00006329161,0.0002099943,0.00007790705],"domain_scores_gemma":[0.9989061,0.00005260482,0.0002114859,0.00004208237,0.0006716825,0.0001159472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097416,0.00002443769,0.9162952,0.0002711955,0.00006686926,0.0003221909,0.003127502,0.001046825,0.002439552,0.000962921,0.03335329,0.04198022],"study_design_scores_gemma":[0.000003792147,0.000007201841,0.9733165,0.00002128573,0.00001218901,0.00003678556,0.0008467725,0.0004090937,0.0002357523,0.00003177943,0.02507221,0.000006569707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551478,0.000671702,0.001006685,0.0003538615,0.00002648048,0.0001579622,0.1114735,0.0001443373,0.03101754],"genre_scores_gemma":[0.905956,0.001286085,0.002391068,0.0001183485,0.000009066727,0.0001655505,0.04063668,0.00004005188,0.04939716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689739,"threshold_uncertainty_score":0.1225997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548849114538639,"score_gpt":0.227880140704763,"score_spread":0.1823916495593766,"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."}}