{"id":"W4407218208","doi":"10.3828/whpge.63837646622519","title":"Notes from the Icehouse: In a Northern Sandbox: A World Congress in Finland","year":2025,"lang":"en","type":"article","venue":"Global Environment","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sandbox (software development); Geography; Environmental ethics; Philosophy; Computer science; Library 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750753,0.0004406704,0.0003215386,0.0006607774,0.03017076,0.006830159,0.000868839,0.006377884,0.02810474],"category_scores_gemma":[0.002725228,0.0002928846,0.0004217652,0.001333339,0.004431655,0.004348914,0.004481663,0.007595249,0.001934679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008108098,"about_ca_system_score_gemma":0.009153027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1389876,"about_ca_topic_score_gemma":0.3410162,"domain_scores_codex":[0.9990018,0.0002339725,0.00002318396,0.00008147721,0.0001577537,0.0005016885],"domain_scores_gemma":[0.9989613,0.0004012888,0.00005881995,0.00003710081,0.0001034885,0.0004379516],"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":[0.00009328005,0.0000305728,0.002140508,0.0001051789,0.00001232263,0.00283021,0.08419102,0.0001273557,0.0003750681,0.05378736,0.8455957,0.01071137],"study_design_scores_gemma":[0.00000649337,0.00001237881,0.005926784,0.0001615588,0.000005171183,0.0001931853,0.1064438,0.00002916717,0.0001820134,0.001439348,0.8855758,0.00002423182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08767517,0.01762778,0.0003951135,0.5351712,0.01353116,0.00005880553,0.0006575662,0.00005379912,0.3448294],"genre_scores_gemma":[0.4261829,0.005817205,0.0002834299,0.0519211,0.00271426,0.0000563179,0.0002351046,0.00008457623,0.5127051],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8610125,"threshold_uncertainty_score":0.2763571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006914999533727134,"score_gpt":0.2211717853917955,"score_spread":0.2142567858580683,"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."}}