{"id":"W7065097739","doi":"","title":"Design and management ideas for Henteleff Park, Winnipeg, Manitoba","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Riparian zone; Climate change; Practicum; National park; Function (biology); Urban heat island; Natural (archaeology); Public space; Space (punctuation)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001290829,0.0002199183,0.0002554736,0.0001533317,0.0001853581,0.00004259832,0.0002008228,0.00007720984,0.00002190176],"category_scores_gemma":[9.058533e-7,0.0002745799,0.0001070494,0.0001291846,0.0000343771,0.000140051,0.00005842479,0.0001321832,0.00007695558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004333027,"about_ca_system_score_gemma":0.00003584374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343279,"about_ca_topic_score_gemma":0.009249472,"domain_scores_codex":[0.9991443,0.00002198939,0.0001057992,0.0003213403,0.0001672287,0.0002393727],"domain_scores_gemma":[0.9995326,0.00003733009,0.000127403,0.0001604959,0.0000768988,0.00006530881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00641332,0.001069807,0.2469913,0.02035809,0.01144473,0.0002616421,0.01504536,0.0008696908,0.005985741,0.04872816,0.2683995,0.3744326],"study_design_scores_gemma":[0.006353491,0.0006589197,0.5689861,0.002770437,0.003333907,0.000003281185,0.1625229,0.02020724,0.01311618,0.01589222,0.2028071,0.00334835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856936,0.0003445043,0.007498478,0.00009099401,0.0006327793,0.0008990394,0.00003546275,0.00005154251,0.004753546],"genre_scores_gemma":[0.979826,0.0002443634,0.008176865,0.00001157075,0.0002229492,0.00001396734,0.0005071068,0.00005827548,0.01093893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710842,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560647476456937,"score_gpt":0.2141587928247755,"score_spread":0.1985523180602062,"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."}}