{"id":"W4246410101","doi":"10.1093/condor/109.1.32","title":"Assessing the Development of Shorebird Eggs Using the Flotation Method: Species-Specific and Generalized Regression Models","year":2007,"lang":"en","type":"article","venue":"Ornithological Applications","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Hatching; Biology; Avian clutch size; Incubation; Linear regression; Regression analysis; Statistics; Ecology; Mathematics; Reproduction","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":[0.008288341,0.001115818,0.0009710903,0.001535661,0.0003524008,0.001001544,0.00186707,0.0009272308,0.001539781],"category_scores_gemma":[0.01270906,0.0006486075,0.003055094,0.001028336,0.0006155094,0.001040855,0.00101781,0.001147587,0.0004017641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081357,"about_ca_system_score_gemma":0.0005569503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02606599,"about_ca_topic_score_gemma":0.02113125,"domain_scores_codex":[0.9975569,0.001396652,0.0001019905,0.000673865,0.0001308434,0.0001397167],"domain_scores_gemma":[0.9903322,0.006839514,0.001329063,0.0006624667,0.0006795647,0.0001571817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000218335,0.0001441907,0.2790734,0.0001246323,0.001996729,0.0001881143,0.0003483639,0.6833181,0.001980405,0.002299643,0.0007243552,0.02958368],"study_design_scores_gemma":[0.000008617812,0.00008910992,0.03936398,0.00001278428,0.00007996123,0.00004656679,0.00004359739,0.9589924,0.0002311843,0.0008281684,0.0002768161,0.00002676331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873896,0.0003849453,0.1235576,0.0001437615,0.00002078668,0.0001007472,0.000801719,0.000409982,0.0006842864],"genre_scores_gemma":[0.9731125,0.0001307818,0.02471076,0.00002716078,0.00001453123,0.0001384894,0.000705821,0.00008023374,0.001079783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02606599,"threshold_uncertainty_score":0.0518285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214203016794403,"score_gpt":0.3872392242281466,"score_spread":0.2658189225487063,"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."}}