{"id":"W4281768035","doi":"10.1111/cag.12776","title":"“We embrace winter here”: Celebrating place in winter cities","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive reframing; Placemaking; Context (archaeology); Negotiation; Extreme weather; Geography; Materiality (auditing); Political science; Sociology; Architecture; Climate change; Urban design; Social science; Psychology; Ecology; Aesthetics; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002212107,0.0004175762,0.0003181851,0.0008468808,0.02542516,0.006468881,0.001275939,0.001509656,0.003489252],"category_scores_gemma":[0.002416869,0.0002877893,0.00041154,0.0009014016,0.01462578,0.002838035,0.00688846,0.003410284,0.0002562599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550826,"about_ca_system_score_gemma":0.01145938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6379116,"about_ca_topic_score_gemma":0.8757392,"domain_scores_codex":[0.9983355,0.0006063904,0.00002175101,0.0001129035,0.0002870117,0.0006363359],"domain_scores_gemma":[0.9980551,0.0002649976,0.0001791443,0.0001036697,0.0002839186,0.001113197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007287555,0.00003553507,0.01517475,0.00008060507,0.00002503526,0.0009497602,0.9319132,0.0001729879,0.001347164,0.01855714,0.01477913,0.01689176],"study_design_scores_gemma":[0.000007485788,0.00003594614,0.01940515,0.00009640424,0.00002111569,0.0002728898,0.8335713,0.0001283563,0.000347804,0.002541931,0.1435177,0.00005394483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814245,0.001434697,0.001918102,0.016478,0.0007130763,0.00006057647,0.0001202216,0.00008907883,0.09776178],"genre_scores_gemma":[0.9913068,0.0004276288,0.0004926352,0.0007279937,0.00005000353,0.00001094571,0.0000295386,0.00002498616,0.006929405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620884,"threshold_uncertainty_score":0.7284416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008428337927412913,"score_gpt":0.1931596380908546,"score_spread":0.1847313001634417,"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."}}