{"id":"W4213002449","doi":"10.1079/tourism.2022.0011","title":"Placemaking through Deep Cultural Mapping: The Where is Here? Project","year":2022,"lang":"en","type":"article","venue":"Tourism Cases","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Vancouver Island University","funders":"","keywords":"Downtown; Placemaking; Urban sprawl; Excellence; Logo (programming language); Geography; Social connectedness; Urbanization; Sociology; Public relations; Political science; Economic growth; Urban design; Architecture; Urban planning; Archaeology; Civil engineering; Engineering; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003617094,0.0001251155,0.0001464137,0.00002625679,0.003555863,0.0001234603,0.0003035382,0.00003129923,0.001266716],"category_scores_gemma":[0.00008289229,0.00008731712,0.00009681618,0.0003724509,0.0002075798,0.000236953,0.0002459044,0.0002101059,0.00002762911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391788,"about_ca_system_score_gemma":0.00008453848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008594252,"about_ca_topic_score_gemma":0.00217121,"domain_scores_codex":[0.9985228,0.0002557012,0.0001404883,0.0002114383,0.0004963045,0.0003732483],"domain_scores_gemma":[0.9994114,0.0002782967,0.00009801101,0.0001489618,0.00003819398,0.00002514787],"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":[0.00002498359,0.00004117775,0.007150011,0.000009295469,0.00006437376,0.0001787579,0.1784649,0.000008587813,0.00001780244,0.003610458,0.809671,0.0007586083],"study_design_scores_gemma":[0.0001269403,0.00003169922,0.0002804821,0.000006729846,0.00001646208,0.00001367559,0.2571057,0.00001068451,0.000009556393,0.0003555212,0.7419225,0.0001200401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7851419,0.01256592,0.00002221136,0.022067,0.0007841796,0.000736015,0.00003761616,0.0002397458,0.1784054],"genre_scores_gemma":[0.9446953,0.0003797248,0.0001251182,0.001321021,0.0006101051,0.0001438299,0.000004127397,0.00001049102,0.05271026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595534,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131213362801997,"score_gpt":0.3590962947288994,"score_spread":0.2459749584486997,"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."}}