{"id":"W2133705420","doi":"10.1071/wf08137","title":"The development of fire-induced damage functions for forest recreation activity in Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"","keywords":"Recreation; Negative binomial distribution; Geography; Fire regime; Boreal; Taiga; Environmental science; Physical geography; Ecosystem; Forestry; Ecology; Statistics; Mathematics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002252122,0.0005423692,0.0003202253,0.002601857,0.00100763,0.001618449,0.001245528,0.0002571722,0.001555706],"category_scores_gemma":[0.004765972,0.0002846875,0.0005217243,0.002067561,0.0005575502,0.000452404,0.0005727278,0.000389592,0.000160497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02604475,"about_ca_system_score_gemma":0.02013553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829693,"about_ca_topic_score_gemma":0.9868051,"domain_scores_codex":[0.999403,0.0001228907,0.00003257136,0.00007134744,0.0002588906,0.0001113012],"domain_scores_gemma":[0.998174,0.00042032,0.0001164894,0.00006726739,0.001079894,0.000142089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002394712,0.0001649641,0.6135771,0.0001769488,0.0002259982,0.0002912065,0.00105421,0.2227816,0.002111791,0.01870144,0.003274624,0.1374007],"study_design_scores_gemma":[0.00001512817,0.00007977158,0.510343,0.00007285186,0.00007215675,0.0001427568,0.001472357,0.4779924,0.00130217,0.002120401,0.006327916,0.00005905426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559245,0.001136498,0.02635865,0.0002757199,0.00001765524,0.0001776765,0.002380169,0.0002294635,0.01349972],"genre_scores_gemma":[0.9810361,0.0003708799,0.01440244,0.00001901047,0.00000310616,0.0000343628,0.001371014,0.00003143412,0.002731701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604475,"threshold_uncertainty_score":0.1889688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852510734877989,"score_gpt":0.295245466321691,"score_spread":0.2767203589729111,"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."}}