{"id":"W4390918662","doi":"10.1515/9783111245591-025","title":"25 Fire and snow: The changing nature of seasonal work in a Canadian mountain town","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Geography; Work (physics); Physical geography; Meteorology; Climatology; Environmental science; Geology; Engineering","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":[0.0004361926,0.0003310049,0.0002261084,0.001374746,0.02555702,0.006642031,0.001498045,0.001141384,0.008847765],"category_scores_gemma":[0.0005206411,0.0002439198,0.0002660164,0.003408458,0.008248216,0.001225255,0.002308928,0.00169515,0.0004316801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07182548,"about_ca_system_score_gemma":0.06757979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936311,"about_ca_topic_score_gemma":0.9988161,"domain_scores_codex":[0.9994639,0.00005834792,0.000006527902,0.00004905475,0.0001789758,0.0002432523],"domain_scores_gemma":[0.9996032,0.00004770019,0.00002037576,0.00001045699,0.0001048727,0.0002134057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006423817,0.00006164124,0.01575734,0.0003017456,0.00002165989,0.002885291,0.6067078,0.0007607512,0.00190077,0.09997839,0.1609835,0.1105769],"study_design_scores_gemma":[0.000003725471,0.00001415004,0.03752529,0.0002194003,0.0000112583,0.0003572372,0.3439233,0.00009653378,0.000112595,0.001434695,0.6162628,0.00003902862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3412509,0.02775156,0.0006652586,0.02618405,0.0007928022,0.00008755478,0.0006597257,0.00006207499,0.6025461],"genre_scores_gemma":[0.8224224,0.01817067,0.0007192774,0.001529815,0.0001203839,0.00003393819,0.0001945683,0.00006128533,0.1567476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07182548,"threshold_uncertainty_score":0.5211328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502442161120263,"score_gpt":0.2380615833650081,"score_spread":0.2230371617538054,"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."}}