{"id":"W6999526643","doi":"","title":"Critical points of shading: on intensity maxima","year":2003,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Maxima; Intensity (physics); Maxima and minima; Shading; Statistical analysis; Point (geometry)","routes":{"ca_aff":false,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0009961566,0.0006825127,0.0008781457,0.0009109853,0.0005096988,0.0002036921,0.001782255,0.0006964027,0.00007002501],"category_scores_gemma":[0.001049092,0.0007381564,0.0004614855,0.001136163,0.00008585442,0.0007917821,0.0003106971,0.001179734,0.00006798787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477012,"about_ca_system_score_gemma":0.00006445125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005492315,"about_ca_topic_score_gemma":0.00004379239,"domain_scores_codex":[0.9956712,0.0003311886,0.001032281,0.001337957,0.001020584,0.0006068638],"domain_scores_gemma":[0.9960684,0.000326464,0.0005171282,0.001392143,0.001370672,0.0003251863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003959728,0.000294479,0.00001619285,0.0001956789,0.00005421617,0.00003634373,0.000008155251,6.004276e-7,0.001883295,0.968876,0.00003899684,0.02855646],"study_design_scores_gemma":[0.0005635106,0.0008402189,0.0008845731,0.001162731,0.0000854829,0.00005313891,0.00003902545,0.001562633,0.446402,0.5223441,0.02451796,0.001544619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7189253,0.000453205,0.003802288,0.000211503,0.01124427,0.002349651,0.0007085772,0.003067379,0.2592378],"genre_scores_gemma":[0.9852005,0.0001298349,0.01213186,0.001079662,0.00002865547,0.00005302744,0.0001796183,0.0001181423,0.001078745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465319,"threshold_uncertainty_score":0.999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561399182794901,"score_gpt":0.2927497085776973,"score_spread":0.2671357167497483,"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."}}