{"id":"W2038483021","doi":"10.5206/wurjhns.2012-13.4","title":"Western Faculty Profile: Dr. Ruud Veldhuizen","year":2012,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gerontology; Library science; Environmental ethics; Psychology; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008126596,0.0005280916,0.0007328811,0.0008310165,0.002825196,0.002201933,0.0008651579,0.002513243,0.4021738],"category_scores_gemma":[0.004295801,0.0002921383,0.0002388264,0.0007426306,0.0004333647,0.001775055,0.002383194,0.002380989,0.222475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396819,"about_ca_system_score_gemma":0.003631539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727797,"about_ca_topic_score_gemma":0.01401399,"domain_scores_codex":[0.9994868,0.00005730763,0.00002754889,0.00008180429,0.0002426749,0.0001038343],"domain_scores_gemma":[0.9935845,0.000192195,0.0001802099,0.00009211965,0.001963626,0.003987454],"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":[0.00000605797,0.00001555199,0.0001501876,0.00001860824,4.492254e-7,0.00004564441,0.0000466515,0.000004892438,0.00004466767,0.00008213308,0.9926871,0.006898158],"study_design_scores_gemma":[0.000008386989,0.00003555488,0.00133734,0.00008668886,0.000001950332,0.0002716279,0.0007280411,0.0000443747,0.0001122123,0.0001349211,0.9972282,0.00001065343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00704076,0.012873,0.001175405,0.5362012,0.1038643,0.0005403295,0.002261855,0.002041882,0.3340014],"genre_scores_gemma":[0.009966357,0.00502662,0.0002547432,0.0545256,0.01201179,0.0001283315,0.0004034271,0.0002539847,0.9174293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4021738,"threshold_uncertainty_score":0.8527265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2227271386701621,"score_gpt":0.5424353134736166,"score_spread":0.3197081748034545,"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."}}