{"id":"W4206585863","doi":"10.1111/eth.13269","title":"A new touchscreen for behavioural research on bees","year":2022,"lang":"en","type":"article","venue":"Ethology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Touchscreen; Foraging; Sensory cue; Computer science; Communication; Computer vision; Human–computer interaction; Biology; Artificial intelligence; Ecology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000545749,0.0005693585,0.0004735962,0.0007683947,0.0002265942,0.0005486575,0.0006884512,0.0008042096,0.007041016],"category_scores_gemma":[0.0009743872,0.0003015421,0.0006366871,0.0003439549,0.0003537028,0.0007279786,0.0007790227,0.0006321272,0.001144317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214492,"about_ca_system_score_gemma":0.0001416774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000199192,"about_ca_topic_score_gemma":0.0002251169,"domain_scores_codex":[0.9995085,0.0001319361,0.00004031237,0.0001342722,0.0001418192,0.00004318654],"domain_scores_gemma":[0.9986421,0.0006673085,0.0001730152,0.0002527272,0.0001617157,0.0001031284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002114949,0.00006955558,0.0009932114,0.0003165388,0.00002500419,0.0001520226,0.00007471375,0.00008879173,0.9540838,0.0005047661,0.0005826284,0.04289745],"study_design_scores_gemma":[0.0001645043,0.006483126,0.05709985,0.0003830451,0.0002883036,0.004407477,0.0003631613,0.005583336,0.8304546,0.001585658,0.09302439,0.0001624965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4732554,0.02362562,0.4742877,0.001049737,0.001886884,0.001419344,0.003076922,0.004041342,0.01735695],"genre_scores_gemma":[0.6610286,0.005302195,0.316138,0.0008712899,0.0004072938,0.002605454,0.0007274792,0.0001903456,0.01272943],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007041016,"threshold_uncertainty_score":0.0235545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4839773165049435,"score_gpt":0.3888190532198929,"score_spread":0.09515826328505056,"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."}}