{"id":"W2466573172","doi":"10.1093/forestscience/50.5.640","title":"Modeling the Likelihood of Crown Fire Occurrence in Conifer Forest Stands","year":2004,"lang":"en","type":"article","venue":"Forest Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Crown (dentistry); Forestry; Forest health; Environmental science; Geography","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":[0.002938461,0.0005070311,0.0005994221,0.0007301933,0.0006972177,0.001286215,0.001318104,0.001439021,0.002110065],"category_scores_gemma":[0.008586789,0.0008777488,0.0006964049,0.0007110335,0.0007210139,0.001309799,0.0006029265,0.001126327,0.0001586129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290009,"about_ca_system_score_gemma":0.000771524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924675,"about_ca_topic_score_gemma":0.03974085,"domain_scores_codex":[0.9996443,0.0001274029,0.00001812833,0.0000817696,0.00002750149,0.000100893],"domain_scores_gemma":[0.9884941,0.009842172,0.00076304,0.0001919543,0.0002111353,0.0004975935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002937815,0.00008917318,0.07423823,0.00001233563,0.00005316706,0.0001192118,0.00006022129,0.9198508,0.0002145466,0.002004867,0.0002098511,0.002853833],"study_design_scores_gemma":[0.00001215893,0.00002315377,0.005192359,0.000002281843,0.00001621954,0.00003954464,0.00003228897,0.9932737,0.0001130757,0.00123372,0.00005621568,0.000005152404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927055,0.00009537635,0.00619652,0.0002019518,0.000008501815,0.00001085465,0.0001731258,0.00003174577,0.0005764129],"genre_scores_gemma":[0.9979903,0.00005044821,0.0009273764,0.00001287137,0.00001348735,0.000006686142,0.0001361382,0.000007055834,0.0008557898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02924675,"threshold_uncertainty_score":0.05815303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009433204516625843,"score_gpt":0.227980370580707,"score_spread":0.2185471660640811,"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."}}