{"id":"W203630873","doi":"10.1016/b978-008044980-7/50034-3","title":"Gaze fixation patterns during goal-directed locomotion while navigating around obstacles and a new route-selection model","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gaze; Fixation (population genetics); Computer science; Eye movement; Artificial intelligence; Selection (genetic algorithm); Visual search; Computer vision; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001450143,0.0004328903,0.0003388081,0.0001589147,0.000148563,0.0001262419,0.00009466714,0.0004289058,0.00004693359],"category_scores_gemma":[0.00001190127,0.0005067191,0.0001026603,0.00003038386,0.00002488004,0.0001555812,0.00003696352,0.0006600578,0.00002315347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710243,"about_ca_system_score_gemma":0.00004606835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005631176,"about_ca_topic_score_gemma":0.000436853,"domain_scores_codex":[0.998509,0.00001303478,0.0005158981,0.0003670352,0.0002969498,0.0002980172],"domain_scores_gemma":[0.9993169,0.0000351415,0.0001806165,0.0002148894,0.00009938615,0.0001530722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001261737,0.000005207183,0.0001669478,0.0003362586,0.00009411958,0.000005284805,0.0007454072,0.02501026,0.001160077,0.0006880726,0.00001967504,0.971756],"study_design_scores_gemma":[0.0009640232,0.00003901916,0.001188467,0.002061295,0.000183811,0.00004988399,0.00004671378,0.974431,0.0006211734,0.004751026,0.0144732,0.001190435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0795764,0.001238137,0.03103986,0.00003155178,0.0005524527,0.001214336,0.00009864115,0.002163744,0.8840849],"genre_scores_gemma":[0.2000833,0.0006041586,0.005266912,0.0000861975,0.0007807348,0.00004045683,0.0004613822,0.0003731203,0.7923037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9705656,"threshold_uncertainty_score":0.9997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208325742857269,"score_gpt":0.238795172495952,"score_spread":0.2167119150673793,"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."}}