{"id":"W4380607956","doi":"10.29173/bluejay6343","title":"Snail shells in Tree Swallow nest boxes interest three generations of birders","year":2022,"lang":"en","type":"article","venue":"Blue Jay","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nest (protein structural motif); Tree (set theory); Snail; Zoology; Biology; Ecology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003194328,0.0001539192,0.0001816871,0.0002456309,0.0003854059,0.0004640987,0.000182504,0.0004013387,0.002001264],"category_scores_gemma":[0.0009187554,0.000190186,0.0001472288,0.00005217748,0.0003423032,0.0003064472,0.0003034721,0.0004134298,0.0002069923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950352,"about_ca_system_score_gemma":0.00009105507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202154,"about_ca_topic_score_gemma":0.008877525,"domain_scores_codex":[0.9999154,0.00002025798,0.000004747101,0.00002352565,0.00001443526,0.00002168896],"domain_scores_gemma":[0.9991431,0.0001974313,0.0002196812,0.00006381186,0.000095825,0.0002801246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006981702,0.0004161022,0.9565945,0.00001624895,0.0000622653,0.0004230755,0.001594427,0.0001142474,0.03700762,0.00009179427,0.0001240367,0.002857475],"study_design_scores_gemma":[0.000003590897,0.0002406824,0.9972963,0.00000233368,0.00001316999,0.0002115571,0.000668746,0.0001909956,0.001238652,0.00001258541,0.0001180269,0.000003355023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998944,0.0000109547,0.000006359118,0.000002696284,7.253651e-7,5.995695e-7,0.000004743282,7.427989e-7,0.00007878699],"genre_scores_gemma":[0.9992942,0.000008920968,0.00003569061,0.000007606205,0.000001014644,0.000002113301,0.00002489542,0.000001255967,0.000624164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202154,"threshold_uncertainty_score":0.006694853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324355758138312,"score_gpt":0.2323723245059724,"score_spread":0.2091287669245893,"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."}}