{"id":"W4412408819","doi":"10.1111/1745-5871.70029","title":"Obituary: Distinguished Professor Jamie Barrie Kirkpatrick PhD, DSc, AM (1946–2024)","year":2025,"lang":"en","type":"article","venue":"Geographical Research","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obituary; Theology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002925573,0.0002301783,0.000314811,0.0004670125,0.0009524719,0.000144955,0.0007491416,0.0002746285,0.007585573],"category_scores_gemma":[0.002691267,0.0001958739,0.0001354073,0.004151534,0.0008934147,0.0001522176,0.001180676,0.001354748,0.001457879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547051,"about_ca_system_score_gemma":0.00009746494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471945,"about_ca_topic_score_gemma":0.001031907,"domain_scores_codex":[0.995209,0.0004228774,0.0004250345,0.0007701258,0.001396159,0.001776854],"domain_scores_gemma":[0.9974835,0.0009150996,0.00005381774,0.0007136563,0.00009596987,0.0007379604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544619,0.0004651856,0.5653905,0.0002639407,0.00002459744,0.0001003059,0.0004675438,0.000005829373,0.001306945,0.002222223,0.3914035,0.03809501],"study_design_scores_gemma":[0.001230067,0.0004490897,0.7268364,0.0002837078,0.00002613444,0.000005246408,0.0005936049,0.000480976,0.0003425058,0.03187365,0.2374415,0.0004371651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8153753,0.0006705667,0.00004583068,0.0265709,0.0008098299,0.001472503,0.00005456021,0.0001680325,0.1548325],"genre_scores_gemma":[0.9859663,0.0006424576,0.000185955,0.001374611,0.0002235612,0.0002062895,0.00003407219,0.00002673384,0.01134003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170591,"threshold_uncertainty_score":0.9993196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076686987217036,"score_gpt":0.4220762081188614,"score_spread":0.3144075093971578,"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."}}