{"id":"W7064299059","doi":"","title":"Assessing the effects of environmentally-mediated phenological matching of an Arctic-breeding songbird to its arthropod prey","year":2024,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Songbird; Phenology; Predation; Snow; Population; Waterfowl; Context (archaeology); Passerine; Bunting; Avian clutch size","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004664204,0.0003933907,0.0007742051,0.0003487969,0.0004158291,0.00008368053,0.0008399035,0.0002934097,0.0007762886],"category_scores_gemma":[0.00005401334,0.000375944,0.0004756316,0.000577347,0.0001808986,0.000839174,0.0002254265,0.0009028215,0.0001010116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086956,"about_ca_system_score_gemma":0.0001056348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021736,"about_ca_topic_score_gemma":0.0001900468,"domain_scores_codex":[0.9976943,0.0002245398,0.0003934768,0.0006281579,0.0006583215,0.0004012701],"domain_scores_gemma":[0.9983522,0.0002584725,0.000606161,0.0004878511,0.0001227625,0.0001725484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000416958,0.0009299216,0.0802296,0.001495361,0.001728828,0.0000402667,0.02261302,0.0001759275,0.886809,0.001652127,0.0000352995,0.003873709],"study_design_scores_gemma":[0.001906929,0.001149257,0.6561449,0.003656344,0.003385837,0.000002621374,0.1118752,0.0003810037,0.2162931,0.003857477,0.00009966827,0.001247731],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978653,0.0002582828,0.0001403172,0.00008986909,0.000259002,0.0004484297,0.00007595813,0.00003098846,0.0008318746],"genre_scores_gemma":[0.9976619,0.00002423955,0.0006876009,0.00001274695,0.0001155424,0.000002114235,0.0005121333,0.00004484418,0.0009388758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705159,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045566041214228,"score_gpt":0.2600021923133813,"score_spread":0.249546531901239,"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."}}