{"id":"W6996483645","doi":"","title":"Shielin-bough: Building Collaboration Across the North","year":2024,"lang":"en","type":"article","venue":"RADAR (Glasgow School of Art)","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialog box; Arctic; Artifact (error); Traditional knowledge; Leverage (statistics); Metis; Sustainability; Environmental education; Cultural heritage","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":[0.01923598,0.0007479713,0.0005207148,0.001888932,0.02434212,0.007848723,0.002400368,0.002481435,0.01422037],"category_scores_gemma":[0.01610092,0.0006827387,0.0006737255,0.00126471,0.01419807,0.0143743,0.02643575,0.002178357,0.002426233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005972642,"about_ca_system_score_gemma":0.0197637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608309,"about_ca_topic_score_gemma":0.04285828,"domain_scores_codex":[0.9793974,0.0143893,0.0003495859,0.00229628,0.001843835,0.001723655],"domain_scores_gemma":[0.9804263,0.00912078,0.0006396307,0.00264536,0.001764939,0.005402907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002851227,0.0003959511,0.01057644,0.0007560746,0.00004956269,0.002568649,0.7056571,0.001077263,0.006698367,0.07265472,0.03192551,0.1673552],"study_design_scores_gemma":[0.00008821295,0.0003623992,0.004141832,0.0005979215,0.00004315464,0.0008030614,0.3334895,0.001268212,0.001874605,0.04193364,0.6153092,0.00008828095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4147034,0.00415118,0.1141286,0.0516879,0.001577771,0.0009970459,0.000198221,0.00232538,0.4102305],"genre_scores_gemma":[0.8823466,0.001119588,0.0625975,0.004131304,0.0001181774,0.0007333793,0.00018653,0.0005132259,0.04825367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434212,"threshold_uncertainty_score":0.1017308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763263534725723,"score_gpt":0.278386155244264,"score_spread":0.2607535198970067,"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."}}