{"id":"W4407772716","doi":"10.1675/063.047.0308","title":"In Memoriam for Dr. Keith A. Hobson","year":2025,"lang":"en","type":"article","venue":"Waterbirds","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Philosophy; Theology","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":[0.003683848,0.001477987,0.0020639,0.001243,0.001689165,0.002821052,0.00212985,0.003596358,0.05373438],"category_scores_gemma":[0.02639025,0.0004407355,0.001637013,0.0004542503,0.001317387,0.003001959,0.002259603,0.01149071,0.05312352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931553,"about_ca_system_score_gemma":0.003205714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717563,"about_ca_topic_score_gemma":0.009570634,"domain_scores_codex":[0.9982492,0.0002221365,0.0001773315,0.0003669737,0.0008472381,0.0001371612],"domain_scores_gemma":[0.9658177,0.003964138,0.001560461,0.0007567397,0.02288609,0.005014874],"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":[0.00002207617,0.000006419872,0.00005678497,0.00003480444,0.000005144849,0.00009629373,0.00002396739,0.00001268798,0.00006545971,0.0001539352,0.9943556,0.005166952],"study_design_scores_gemma":[0.00002177545,0.00002888103,0.0007199568,0.0001243908,0.00002318912,0.0007313851,0.0001390485,0.0001188691,0.000240863,0.001197305,0.9966281,0.00002625834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002948253,0.007133845,0.001014114,0.2186563,0.7679433,0.00005694147,0.000834837,0.0003288304,0.003737051],"genre_scores_gemma":[0.00479869,0.008197855,0.001617389,0.1055207,0.7523393,0.0002052379,0.0008315585,0.0003700232,0.1261192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05373438,"threshold_uncertainty_score":0.1797594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006454605110619537,"score_gpt":0.2622345412304496,"score_spread":0.2557799361198301,"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."}}