{"id":"W7071984194","doi":"","title":"Winter Places 2.0: A Design Guide and Report on Winter Placemaking","year":2021,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Globe; SAFER; Plan (archaeology); Space (punctuation); Public space; Local community","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004014523,0.001630804,0.002408676,0.0008655326,0.0002952587,0.0007519429,0.0006554145,0.001209197,0.003437893],"category_scores_gemma":[0.003374542,0.00152495,0.0004683054,0.0006345739,0.0003449772,0.0003225277,0.0007383797,0.001674632,0.002483881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045189,"about_ca_system_score_gemma":0.002703663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247567,"about_ca_topic_score_gemma":0.001409947,"domain_scores_codex":[0.9901047,0.0006772567,0.002213744,0.002783942,0.002854583,0.001365728],"domain_scores_gemma":[0.9931076,0.0007598771,0.002016107,0.002485436,0.001132374,0.0004986651],"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":[0.0005482669,0.0001605517,0.003118847,0.0005567541,0.001164726,0.03032921,0.0008964702,0.0000699887,0.0007130324,0.000009171277,0.9610533,0.001379741],"study_design_scores_gemma":[0.001198319,0.0003524485,0.0006203311,0.005629617,0.000687399,0.01165608,0.0003542502,0.00005926952,0.002952388,0.00006064913,0.9748048,0.001624404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0105578,0.02041074,0.001216395,0.001407019,0.007427492,0.003497801,0.0009654958,0.001608071,0.9529092],"genre_scores_gemma":[0.06624138,0.001838178,0.006018036,0.000934977,0.00763483,0.0005321985,0.001655778,0.002281157,0.9128635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05568358,"threshold_uncertainty_score":0.9996439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0543333488789284,"score_gpt":0.3451803313803762,"score_spread":0.2908469825014478,"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."}}