{"id":"W1999152551","doi":"10.4161/fly.5268","title":"The Genetics Society of Canada Takes a Flight with Drosophila to Celebrate Its 50th Year","year":2007,"lang":"en","type":"article","venue":"Fly","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Drosophila (subgenus); Residence; Work (physics); Library science; Sociology; Genealogy; Biology; History; Genetics; Demography; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622459,0.00006459413,0.0000649284,0.000006499579,0.0001288558,0.000005120935,0.00009608257,0.00005434942,0.00003092156],"category_scores_gemma":[0.00001211338,0.00003769495,0.00002046643,0.0001143658,0.00003848598,0.00001356097,0.00001320165,0.00006805794,0.00001391127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003282832,"about_ca_system_score_gemma":0.0001130726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01115384,"about_ca_topic_score_gemma":0.2505937,"domain_scores_codex":[0.9994831,0.00001476221,0.0001012186,0.0001191229,0.00009986774,0.0001819295],"domain_scores_gemma":[0.9996811,0.00002339513,0.00004104292,0.0001386084,0.00007415993,0.00004175822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002097548,0.0002206127,0.03097523,0.0002271416,0.000983826,0.00004363328,0.00427296,0.003156436,0.4528086,0.05820099,0.4023269,0.04468613],"study_design_scores_gemma":[0.0002115848,0.0001987898,0.03771333,0.00000803217,0.00001550557,0.00000655156,0.000332469,0.00003397921,0.307419,0.0003110537,0.6535941,0.0001555827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735221,0.0006250775,0.0001042019,0.003801775,0.0004556191,0.000154981,0.00001329974,0.00002880984,0.02129413],"genre_scores_gemma":[0.9930761,0.00002945778,0.0005292505,0.0004734891,0.0002777968,0.000002138243,0.000005368493,0.00000755991,0.005598871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512672,"threshold_uncertainty_score":0.9954309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273165634271416,"score_gpt":0.2000222667753963,"score_spread":0.1917491011411249,"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."}}