{"id":"W6943827219","doi":"10.17605/osf.io/m9cq3","title":"PFTC7 - PFTC Courses Thermal Imagery Data from an elevational gradient in the Drakensberg Mountains in South Africa","year":2024,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vegetation (pathology); Thermal infrared; Satellite imagery; Altitude (triangle)","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":[0.0001635324,0.0001908566,0.0001625821,0.0009167718,0.0004564464,0.0004587738,0.0002585987,0.0003530791,0.002707111],"category_scores_gemma":[0.0006052338,0.0001547271,0.0001766346,0.001509901,0.0002308269,0.0003411109,0.0003116514,0.0002074894,0.0004662441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732444,"about_ca_system_score_gemma":0.0009437114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2170932,"about_ca_topic_score_gemma":0.3347623,"domain_scores_codex":[0.9998602,0.00001514107,0.000008089953,0.00003043381,0.00003184843,0.00005427157],"domain_scores_gemma":[0.9997634,0.00002577865,0.00003768268,0.00002410463,0.0001151358,0.00003390957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001449642,0.0005787796,0.6959635,0.001119486,0.0003101703,0.002338534,0.007723319,0.02666554,0.07546356,0.001972028,0.03380842,0.152607],"study_design_scores_gemma":[0.00004866894,0.00003086799,0.9785946,0.00007981283,0.00003986767,0.000143583,0.001613703,0.004810999,0.001674801,0.00009491268,0.01284799,0.00002019037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818095,0.0001094706,0.0003242751,0.0001641101,0.00001618533,0.00004243002,0.01394352,0.00007630851,0.003514261],"genre_scores_gemma":[0.9856495,0.00009811168,0.001770644,0.00002191777,0.00001235102,0.00005150634,0.011094,0.00002711466,0.001274685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170932,"threshold_uncertainty_score":0.4316591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166878184981436,"score_gpt":0.2748633333557102,"score_spread":0.2431945515058958,"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."}}