{"id":"W4411656620","doi":"10.51847/orv49btwez","title":"10.51847/ORv49btWEz","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Property (philosophy); Value (mathematics); Business; Mathematics; Statistics; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003681278,0.00008774878,0.00008002786,0.00003460682,0.00003443607,0.00001772009,0.0001459527,0.00004019209,0.9691268],"category_scores_gemma":[0.00000496674,0.00009897627,0.00002568804,0.0001356968,0.000008336548,0.00003779371,0.00001180409,0.00006254663,0.985294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002783229,"about_ca_system_score_gemma":0.000005432086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342314,"about_ca_topic_score_gemma":1.844262e-7,"domain_scores_codex":[0.9995248,0.000004000333,0.00011161,0.0001103692,0.00008105513,0.0001681853],"domain_scores_gemma":[0.9996138,0.00001596858,0.000004396898,0.000262561,0.00001792061,0.00008534146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002445568,0.000009340131,5.390346e-8,0.000003783116,0.000007689623,4.418315e-7,0.00001220319,0.1837802,0.0001905161,0.000002902346,0.02402555,0.7919648],"study_design_scores_gemma":[0.00005066133,0.00001267672,0.00001334328,0.000005034743,0.000005804159,0.000001447153,1.137832e-7,0.08216364,0.00006908874,0.000008456296,0.9175574,0.0001123326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001399735,0.00003515872,0.0004169171,0.00009695768,0.000002602669,0.0001418106,0.00001281462,0.0006633164,0.9972307],"genre_scores_gemma":[0.002427767,4.967839e-7,0.002213385,0.00002319316,0.00009330879,0.00006142842,0.00001462237,0.00003416713,0.9951316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8935319,"threshold_uncertainty_score":0.4036135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005041108792620357,"score_gpt":0.1657271798630341,"score_spread":0.1606860710704138,"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."}}