{"id":"W7036664477","doi":"","title":"The Cave Swallow, <em>Petrochelidon fulva</em>, in Ontario, 1989-2014: a Summary using eBird Records","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cave; Feature (linguistics); Sinkhole; Karst","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215049,0.0003434291,0.0004066665,0.00293061,0.001866006,0.0006753429,0.0008524627,0.0003601237,0.002547999],"category_scores_gemma":[0.0007061791,0.000334695,0.0003549442,0.005212433,0.0007692622,0.0004086907,0.0006866778,0.0002499707,0.0006901063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005580782,"about_ca_system_score_gemma":0.00784876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536641,"about_ca_topic_score_gemma":0.9920728,"domain_scores_codex":[0.9997436,0.000006372765,0.00003337734,0.00005186947,0.0001094645,0.00005528737],"domain_scores_gemma":[0.9994142,0.00003910725,0.0002212932,0.0000273209,0.0002379552,0.00006024936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002420224,0.00003065392,0.891135,0.002387736,0.0003150417,0.003067062,0.01366398,0.0004852848,0.003757599,0.0004210973,0.0346452,0.04984933],"study_design_scores_gemma":[0.000003192078,0.00001256859,0.9672167,0.0002079386,0.00006496991,0.0004668466,0.003740339,0.00004762857,0.0001317697,0.00002759723,0.02807075,0.000009599124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533482,0.008852381,0.000600704,0.0004209132,0.0000593441,0.0001396541,0.1107211,0.0001199884,0.02573779],"genre_scores_gemma":[0.9169428,0.008967915,0.002087031,0.0003568318,0.00002981021,0.00008992518,0.05363115,0.00008995315,0.01780456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04633588,"threshold_uncertainty_score":0.09321743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297869065128521,"score_gpt":0.2378964338637153,"score_spread":0.1949177432124301,"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."}}