{"id":"W6931710301","doi":"10.5281/zenodo.7997492","title":"iWalk on FROST - How to create a walkable map","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Frost (temperature); Virtual reality; Frost heaving","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":[0.0009994883,0.00100872,0.0003721221,0.0007441623,0.000905522,0.003152375,0.001243701,0.0009915394,0.2291383],"category_scores_gemma":[0.002177629,0.0004687698,0.0006666931,0.0004093869,0.0005851586,0.003162199,0.005413528,0.001443643,0.1197545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146292,"about_ca_system_score_gemma":0.000619029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310855,"about_ca_topic_score_gemma":0.006273968,"domain_scores_codex":[0.9994899,0.0001084581,0.00001966517,0.00006593314,0.0002127149,0.0001033998],"domain_scores_gemma":[0.9992487,0.0001270056,0.00001886981,0.0001001811,0.0001611644,0.0003441007],"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":[0.0001855009,0.0001206083,0.0004331444,0.0003837009,0.00002568722,0.0002684993,0.0009413687,0.001233187,0.006256624,0.02913704,0.7877033,0.1733114],"study_design_scores_gemma":[0.00001839493,0.00002711181,0.0003627486,0.0000950822,0.000003743563,0.0001092453,0.0001963966,0.001014394,0.001282016,0.00494305,0.9919239,0.00002390572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00556719,0.0007014933,0.2288249,0.002449148,0.001652374,0.0009719395,0.00730853,0.04939048,0.7031341],"genre_scores_gemma":[0.04296744,0.001112256,0.1647299,0.0009161829,0.0001967788,0.00112166,0.01410047,0.03498957,0.7398657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2291383,"threshold_uncertainty_score":0.7665439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561277598808052,"score_gpt":0.2274650438115623,"score_spread":0.2118522678234817,"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."}}