{"id":"W7022216981","doi":"","title":"This Little Lake","year":2022,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trout; Process (computing); Work (physics); Psychological intervention; Urban landscape; Landscape design","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002009407,0.0002626747,0.0002793052,0.0005551348,0.01796354,0.004869143,0.0006178548,0.0009333217,0.07046369],"category_scores_gemma":[0.0008910801,0.0003037097,0.0001521092,0.000919481,0.002426485,0.001089027,0.003317746,0.001475419,0.006494078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006935415,"about_ca_system_score_gemma":0.01094912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5629772,"about_ca_topic_score_gemma":0.9326595,"domain_scores_codex":[0.9996701,0.00003787053,0.00000523449,0.00005158497,0.0001333516,0.0001017619],"domain_scores_gemma":[0.9993985,0.00004279355,0.00001804292,0.00002669482,0.0001957257,0.0003182722],"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":[0.0003633238,0.0001860601,0.03256785,0.0003645905,0.00004830643,0.004608398,0.04064192,0.0004486815,0.00710939,0.04713101,0.6087445,0.257786],"study_design_scores_gemma":[0.00001385083,0.00006796997,0.02552794,0.0001980322,0.00001422024,0.0005575991,0.03880567,0.0001942547,0.0006983635,0.002432839,0.9314473,0.00004201365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543912,0.00208355,0.002234029,0.01247072,0.001117114,0.0001565917,0.0009979508,0.0006563193,0.8258924],"genre_scores_gemma":[0.2652207,0.00104919,0.00212987,0.002203887,0.00006809529,0.00007620145,0.0006622031,0.0002419244,0.7283479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4370228,"threshold_uncertainty_score":0.8791931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251917974234364,"score_gpt":0.1905802964570375,"score_spread":0.1780611167146938,"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."}}