{"id":"W3206844016","doi":"10.3390/fire4040081","title":"Georeferencing Oblique Aerial Wildfire Photographs: An Untapped Source of Fire Behaviour Data","year":2021,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Victoria","funders":"","keywords":"Georeference; Photogrammetry; Oblique case; Front (military); Environmental science; Remote sensing; Aerial survey; Position (finance); Computer science; Meteorology; Geography; Physical geography","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":[0.001716572,0.0004742504,0.0004200728,0.004194901,0.0004686771,0.001245477,0.001373945,0.0006013975,0.002630643],"category_scores_gemma":[0.006024159,0.0003808781,0.0003640854,0.00630388,0.0003622314,0.001251137,0.001336736,0.0004448816,0.001571667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007095244,"about_ca_system_score_gemma":0.001225619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03308708,"about_ca_topic_score_gemma":0.08181014,"domain_scores_codex":[0.9982669,0.0001763526,0.00006408189,0.0002813852,0.001130244,0.00008104063],"domain_scores_gemma":[0.9933653,0.001056327,0.0006285642,0.002043542,0.002785171,0.0001210257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002357935,0.0001987983,0.1087815,0.001056554,0.0002058541,0.0007765793,0.00212187,0.01251787,0.06903318,0.002063833,0.008055521,0.7949526],"study_design_scores_gemma":[0.00005257349,0.0002133161,0.7461712,0.0006050254,0.0002468573,0.001999353,0.00295315,0.07225534,0.06489184,0.003622446,0.1067522,0.0002367242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5829923,0.003954918,0.3337674,0.0007963754,0.000417606,0.0006266588,0.03941878,0.005710663,0.03231514],"genre_scores_gemma":[0.6635413,0.001506379,0.307478,0.0001814333,0.0001511986,0.0002509453,0.02251548,0.0006826916,0.003692552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03308708,"threshold_uncertainty_score":0.06578898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873613460697383,"score_gpt":0.2412916033089162,"score_spread":0.2225554687019424,"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."}}