{"id":"W7006664753","doi":"","title":"View Direction, Surface Orientation and Texture Orientation for Perception of Surface Shape","year":2004,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Nucleofection; Gestational period; Fusible alloy; Diafiltration; Hyporeflexia; Articular cartilage damage; Liquation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002823267,0.0002461684,0.0004316599,0.0002100386,0.0005507112,0.00006090058,0.000700252,0.0002342164,0.00002001337],"category_scores_gemma":[0.00001996775,0.0003401391,0.0002632526,0.0007303949,0.0002077308,0.001937287,0.0003861047,0.0001648495,0.000002606671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477261,"about_ca_system_score_gemma":0.0002894929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027373,"about_ca_topic_score_gemma":0.0002002897,"domain_scores_codex":[0.998257,0.0001068542,0.0003059326,0.0006753271,0.0004325082,0.0002224088],"domain_scores_gemma":[0.9979354,0.00008842407,0.0006807993,0.0005401887,0.0005267921,0.0002283789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00276191,0.001908728,0.1394755,0.003198065,0.001367419,0.0001520567,0.2469154,0.005003499,0.3889802,0.06898719,0.01605897,0.1251911],"study_design_scores_gemma":[0.02369947,0.00462727,0.7351171,0.003064402,0.001105784,0.0003345099,0.0332486,0.05033843,0.04565261,0.01146628,0.08770712,0.003638431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6228974,0.000177331,0.3758932,0.000297729,0.0001485978,0.0003625761,0.00001048529,0.000110923,0.0001016505],"genre_scores_gemma":[0.9191087,0.0004058648,0.07858673,0.00003918646,0.00003049612,6.111773e-8,0.00004573031,0.00001629826,0.001766939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5956416,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699390772776126,"score_gpt":0.2375436392112389,"score_spread":0.2205497314834776,"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."}}