{"id":"W2010223798","doi":"10.3390/rs4103006","title":"Gigapixel Imaging and Photogrammetry: Development of a New Long Range Remote Imaging Technique","year":2012,"lang":"en","type":"article","venue":"Remote Sensing","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Photogrammetry; Remote sensing; Lidar; Terrain; Stereo imaging; Computer science; Rockfall; Geology; Data acquisition; Computer vision; Landslide; Cartography; Geography; Geomorphology","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":[0.0009891117,0.0003824414,0.0003608788,0.001090445,0.0001866585,0.0009907071,0.001040524,0.0006772323,0.00258931],"category_scores_gemma":[0.001044641,0.0004075308,0.000320102,0.001127089,0.0007462999,0.002152658,0.001193545,0.001040742,0.001027985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253589,"about_ca_system_score_gemma":0.0004106373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007549645,"about_ca_topic_score_gemma":0.001072412,"domain_scores_codex":[0.9992199,0.0001251496,0.00002590922,0.0001860344,0.0004051777,0.00003776577],"domain_scores_gemma":[0.9991674,0.0002736472,0.00009816074,0.0001820007,0.0002290476,0.00004971471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007346411,0.00005902117,0.00282151,0.0003851855,0.00002573315,0.0002704879,0.0003837984,0.003162721,0.1997605,0.01353355,0.00207424,0.7774498],"study_design_scores_gemma":[0.00009165519,0.001521657,0.04254764,0.0006471978,0.0001658195,0.01273379,0.001232218,0.1390614,0.325788,0.02235841,0.4532833,0.0005689614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02207045,0.003652546,0.9626556,0.0005824054,0.0001895719,0.0001199212,0.0001338853,0.0007425906,0.009852991],"genre_scores_gemma":[0.05939819,0.001993086,0.9337697,0.0002635525,0.0001079224,0.0001000455,0.0001421083,0.0001129624,0.004112412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00258931,"threshold_uncertainty_score":0.008662105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275189135241083,"score_gpt":0.2368965891254119,"score_spread":0.214144697773001,"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."}}