{"id":"W37029226","doi":"10.1038/s41598-023-32416-8","title":"Remembering C. West Churchman","year":2004,"lang":"en","type":"article","venue":"","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada; O'Brien Institute for Public Health, University of Calgary; Alberta Real Estate Foundation; Canada Research Chairs","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001259668,0.0003827591,0.0003625247,0.0006790594,0.004593362,0.002842242,0.0007174552,0.002057278,0.01874824],"category_scores_gemma":[0.005375744,0.0002439324,0.0002451062,0.0003971097,0.002203966,0.003129311,0.001352525,0.005936709,0.004936648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978521,"about_ca_system_score_gemma":0.003454259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09048583,"about_ca_topic_score_gemma":0.1687275,"domain_scores_codex":[0.9991676,0.0002110206,0.00003187013,0.0001545302,0.0002819454,0.0001531036],"domain_scores_gemma":[0.9978167,0.0005308086,0.0001188814,0.0001093292,0.0008225285,0.0006018556],"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":[0.000008404736,0.00000571203,0.0002747815,0.00001852559,0.000003042412,0.0001352395,0.000539434,0.000009342689,0.0000606349,0.003212201,0.9850816,0.01065103],"study_design_scores_gemma":[0.000001954773,0.000005832546,0.000500376,0.00008008651,0.000001931875,0.000219421,0.001261668,0.00001331001,0.00008575336,0.0009327559,0.9968887,0.000008176843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00320183,0.03724863,0.0006806233,0.8133409,0.07601111,0.00002043256,0.0002141429,0.0001106699,0.06917169],"genre_scores_gemma":[0.05734979,0.02800289,0.001008012,0.3952614,0.02356138,0.00003010176,0.0001271701,0.0002037975,0.4944555],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09048583,"threshold_uncertainty_score":0.1799182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452606968431848,"score_gpt":0.3128746007016731,"score_spread":0.2883485310173546,"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."}}