{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987563,0.00005005827,0.00009063753,0.00001133051,0.0006446631,0.00001097935,0.0001889228,0.00003070464,0.0007179324],"category_scores_gemma":[0.00004302818,0.00001903011,0.00004648253,0.000136765,0.00003643626,0.0000133759,0.0001714563,0.0001853487,0.00002499279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001651645,"about_ca_system_score_gemma":0.000005010068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004668712,"about_ca_topic_score_gemma":0.001388006,"domain_scores_codex":[0.9992337,0.0001279744,0.00006672924,0.0001745471,0.0001399017,0.0002571213],"domain_scores_gemma":[0.9994051,0.0005053852,0.00001671414,0.00001291179,0.00002183519,0.00003808819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009211909,0.0002152278,0.06426273,0.000003543647,0.00002675817,0.00006873939,0.0007293454,0.000005890515,0.2158699,0.02192925,0.4757363,0.2202312],"study_design_scores_gemma":[0.0001563105,0.002643814,0.5942409,0.00000169859,0.000003878316,0.00001800806,0.001173484,0.000002995626,0.000655109,0.00376141,0.3972434,0.00009894952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874264,0.000129769,0.000001604211,0.009428865,0.00006983295,0.0001496844,0.00009795043,0.00003113311,0.002664788],"genre_scores_gemma":[0.9927151,0.000008681764,0.0001534872,0.000383791,0.0002611853,0.00007554948,0.00003156091,4.520388e-7,0.006370216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5299782,"threshold_uncertainty_score":0.7860856,"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."}}