{"id":"W4414532962","doi":"10.1098/rsos.251127","title":"Testing adaptive hypotheses for an evolutionarily conserved trait through slow-motion videos of pollinators","year":2025,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Division of Environmental Biology; Division of Biological Infrastructure; National Institute of Food and Agriculture","keywords":"Pollinator; Trait; Stamen; Adaptation (eye); Pollination; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006634938,0.0001068836,0.0001897037,0.00000475764,0.001091378,0.0001213571,0.0008646545,0.00005004074,0.00001663143],"category_scores_gemma":[0.0003397269,0.00004625054,0.0001007609,0.000723629,0.0005663655,0.0004069975,0.0002908488,0.00005443286,0.000001355457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005306324,"about_ca_system_score_gemma":0.00007664761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403007,"about_ca_topic_score_gemma":0.0006227934,"domain_scores_codex":[0.998905,0.00002801171,0.0001894374,0.000375802,0.0002195383,0.0002821944],"domain_scores_gemma":[0.9990373,0.0004978134,0.0001059886,0.00003085971,0.0002804134,0.00004768121],"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":[0.0002266201,0.0007364186,0.112457,0.00005563218,0.00008433148,6.437337e-7,0.001571265,0.0001705001,0.7833511,0.03464155,0.009517425,0.05718753],"study_design_scores_gemma":[0.0002133619,0.0005810172,0.9745728,0.00007839621,0.00001754876,5.158701e-7,0.003335119,0.006214958,0.005730494,0.007629375,0.001453479,0.0001728936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991617,0.0001461244,0.000271638,0.0005882718,0.00006141189,0.0005187966,0.0001718102,0.00003532167,0.006589635],"genre_scores_gemma":[0.993547,0.00000616459,0.005725813,0.0002357965,0.00004120466,0.00003022948,0.000005142087,4.777131e-7,0.0004081652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8621159,"threshold_uncertainty_score":0.8394105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129057319785833,"score_gpt":0.2951460577808234,"score_spread":0.1660887379949904,"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."}}