{"id":"W4406331103","doi":"10.1177/036063251704701110","title":"Ottawa Does a 180","year":2017,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005763139,0.00005865544,0.00006960928,0.0000208254,0.001640965,0.0002208455,0.0004221642,0.00006941359,0.00002939762],"category_scores_gemma":[0.000398799,0.00005210347,0.00002799782,0.00005439479,0.0001430132,0.0002018295,0.00001822378,0.00006054983,0.000173641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007788988,"about_ca_system_score_gemma":0.0001056537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07019099,"about_ca_topic_score_gemma":0.02686793,"domain_scores_codex":[0.999266,0.00005451357,0.0001084847,0.0001833514,0.0001683418,0.0002193589],"domain_scores_gemma":[0.9991474,0.00009070447,0.0002309465,0.0003963443,0.00003844341,0.00009620415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001090073,0.00002968241,0.003661966,0.00001222362,0.00001157619,0.000002699279,0.006657107,0.00000830072,0.005464444,0.8279373,0.07878796,0.07741585],"study_design_scores_gemma":[0.00009208965,0.000005580761,0.008303835,0.0000120003,0.000006007741,2.860704e-7,0.00006554112,0.0001594617,0.002644063,0.02141346,0.9671813,0.0001164152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04726246,0.0002240443,0.2542031,0.1686247,0.0009016861,0.002616671,0.00008302915,0.0005738292,0.5255104],"genre_scores_gemma":[0.9865524,0.00002286993,0.001970751,0.000634473,0.0007755129,0.00008427198,0.000001208094,0.000008074367,0.009950483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9392899,"threshold_uncertainty_score":0.9996588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485375742011092,"score_gpt":0.310106915843976,"score_spread":0.2852531584238651,"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."}}