{"id":"W4402875296","doi":"10.1242/jeb.249460","title":"ECR Spotlight – Brett Hodinka","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004190583,0.0007038504,0.0005710424,0.001263775,0.002066596,0.003142979,0.001007228,0.002527571,0.2331813],"category_scores_gemma":[0.009930701,0.0005242659,0.0002989011,0.0006687272,0.001012681,0.002543537,0.002404519,0.003990489,0.09974527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304363,"about_ca_system_score_gemma":0.003178764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004511437,"about_ca_topic_score_gemma":0.009240772,"domain_scores_codex":[0.9965631,0.0004895392,0.0001033873,0.0007915332,0.001728048,0.0003244424],"domain_scores_gemma":[0.9886905,0.001230266,0.0003932423,0.0004691178,0.004515,0.004701833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004653897,0.00001893385,0.00008822478,0.00003010114,0.000001368738,0.00009324563,0.00008732866,0.00001701037,0.0005047356,0.0008085028,0.9819368,0.0163673],"study_design_scores_gemma":[0.000005390148,0.00002202615,0.0003763685,0.00004033449,7.096749e-7,0.0001805365,0.0001454056,0.00004133189,0.0001849888,0.0002461119,0.9987475,0.000009340486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01009158,0.04507701,0.006901433,0.392663,0.1719182,0.0004380774,0.003191572,0.004423292,0.365296],"genre_scores_gemma":[0.01446489,0.004582508,0.001777415,0.02679892,0.006631786,0.0001479445,0.0006263466,0.001395596,0.9435747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2331813,"threshold_uncertainty_score":0.7800692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353579111368726,"score_gpt":0.2930425390565486,"score_spread":0.2795067479428614,"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."}}