{"id":"W7044973202","doi":"","title":"Accuracy Assessment from UAS Imagery for Surface Modeling","year":2020,"lang":"en","type":"other","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Marriage and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Nucleofection; Articular cartilage damage; Noise (video); TSG101; Frame (networking)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000728306,0.0006142647,0.0008140605,0.00034908,0.001114976,0.000500903,0.001343734,0.0007565145,0.001516138],"category_scores_gemma":[0.0002101874,0.0007384205,0.0004566487,0.0007719642,0.0002738696,0.0005370527,0.0005245366,0.00125676,0.0003190961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688681,"about_ca_system_score_gemma":0.001090568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162875,"about_ca_topic_score_gemma":0.01280302,"domain_scores_codex":[0.9962121,0.000483928,0.0004304432,0.001112766,0.0008352658,0.0009254561],"domain_scores_gemma":[0.9974144,0.0004823203,0.0005527327,0.0006398347,0.0002474043,0.0006632853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007571078,0.0006350036,0.02347725,0.0005341159,0.001844393,0.001018323,0.006758707,0.01834229,0.00008135528,0.006194535,0.8867339,0.05362294],"study_design_scores_gemma":[0.001088913,0.00003190263,0.00005516177,0.0002140048,0.0002328285,2.828195e-7,0.002705031,0.02811767,7.989863e-7,0.0006458327,0.9660071,0.0009004691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005660062,0.001878185,0.430759,0.001771332,0.002261282,0.002920686,0.0205153,0.001432612,0.5328016],"genre_scores_gemma":[0.0472014,0.03652815,0.08243799,0.002715848,0.004897956,0.00002117377,0.01126084,0.00230333,0.8126333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.348321,"threshold_uncertainty_score":0.9995067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232260144679985,"score_gpt":0.2795549820872898,"score_spread":0.2563289676192914,"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."}}