{"id":"W4412527173","doi":"10.1016/j.cub.2025.06.013","title":"Wings of the night","year":2025,"lang":"en","type":"article","venue":"Current Biology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Biology","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":[0.0002437404,0.0000201323,0.00003789928,0.00001832082,0.0001275231,0.000004337649,0.0001716289,0.00003088157,0.0001181222],"category_scores_gemma":[0.0003609551,0.0000129364,0.00002525424,0.0001508836,0.0002659331,0.00002955848,0.00001714216,0.00006401724,0.00001033896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104031,"about_ca_system_score_gemma":0.0002030359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001746335,"about_ca_topic_score_gemma":0.0001680564,"domain_scores_codex":[0.9996047,0.0001807004,0.00005788913,0.00005371658,0.0000334508,0.00006956916],"domain_scores_gemma":[0.999567,0.000285589,0.00004379456,0.00006011137,0.00003364709,0.000009897572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000220993,0.0000319018,0.1485431,0.000008108559,0.000006806285,9.661621e-9,0.003722616,8.73647e-8,0.00009435529,0.8267256,0.006765502,0.01409967],"study_design_scores_gemma":[0.00002342055,0.000003016835,0.02383909,0.00001142023,0.000005311095,3.921475e-8,0.001457877,1.931696e-7,0.0001015974,0.01865757,0.9558846,0.00001589235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5773581,0.007629436,0.00007065969,0.1501966,0.0113467,0.0002090276,0.000006851078,0.00002423989,0.2531584],"genre_scores_gemma":[0.9979549,0.00009946358,0.00001135191,0.000261357,0.00008071741,0.000003103457,0.000001236026,4.817502e-7,0.001587406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9491191,"threshold_uncertainty_score":0.1293355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07951807632667138,"score_gpt":0.4584680423225094,"score_spread":0.378949965995838,"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."}}