{"id":"W2030559925","doi":"10.3791/52011","title":"Straightforward Assay for Quantification of Social Avoidance in &lt;em&gt;Drosophila melanogaster&lt;/em&gt;","year":2014,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"City University of New York; Yale University","keywords":"Drosophila melanogaster; Drosophila (subgenus); Biology; Mutant; Drosophilidae; Model organism; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181363,0.001777238,0.0004951254,0.001183488,0.0004246508,0.0003432231,0.0008330231,0.0007678194,0.005080075],"category_scores_gemma":[0.0002802529,0.0003544637,0.0005860673,0.0006032657,0.0005000028,0.0003463121,0.0005399308,0.001950482,0.002428856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054261,"about_ca_system_score_gemma":0.0002316009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007529179,"about_ca_topic_score_gemma":0.00211959,"domain_scores_codex":[0.99936,0.0001042,0.00008119362,0.0001702857,0.0002248377,0.00005938802],"domain_scores_gemma":[0.9994429,0.0001099206,0.0001670188,0.00008764458,0.00007496953,0.0001175289],"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":[0.00001882753,0.00004154109,0.0001553488,0.00004314028,0.000008017772,0.00001456853,0.0000121026,0.00001707355,0.9986426,0.00007393673,0.00008369624,0.0008891487],"study_design_scores_gemma":[0.00001565443,0.0003474312,0.008375511,0.00002057768,0.00003796342,0.0001592419,0.0000290956,0.0009163051,0.9869066,0.0001132724,0.003065388,0.00001283039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6617453,0.002733815,0.3052293,0.0003614528,0.0004037844,0.0009571464,0.008376036,0.003935318,0.01625781],"genre_scores_gemma":[0.6264847,0.003784735,0.3026586,0.0006042189,0.0001416251,0.003836649,0.01962318,0.001704882,0.04116149],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005080075,"threshold_uncertainty_score":0.01699454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484782313155656,"score_gpt":0.3680508132044708,"score_spread":0.3432029900729142,"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."}}