{"id":"W2330339242","doi":"10.1117/12.786805","title":"Front Matter: Volume 6802","year":2007,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Genova; Politechnika Warszawska; University of Melbourne; Monash University; Budapesti Műszaki és Gazdaságtudományi Egyetem; Commonwealth Scientific and Industrial Research Organisation; Charles Sturt University; University of Oxford; University of Adelaide; McGill University; Defence Science and Technology Group; Australian National University; Universidad de Granada; Santa Fe Institute; University of Queensland; Università degli Studi di Napoli Federico II","keywords":"Front (military); Front cover; Identifier; Volume (thermodynamics); Computer science; Geology; Physics; Engineering; Mechanical engineering; Programming language; Cover (algebra); Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001987429,0.0005388134,0.0007215847,0.0002059279,0.0003931445,0.0002543996,0.001824918,0.0007952756,0.002061977],"category_scores_gemma":[0.000570395,0.0004971772,0.001067358,0.0004130075,0.0007982107,0.0008212026,0.0002237575,0.0007778482,0.0005354442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011741,"about_ca_system_score_gemma":0.0002071039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209287,"about_ca_topic_score_gemma":0.000002833701,"domain_scores_codex":[0.9960868,6.025537e-8,0.001083959,0.0006343893,0.001435741,0.0007590922],"domain_scores_gemma":[0.9956392,0.0002221793,0.0007758452,0.00009116371,0.003038392,0.0002332391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523979,0.0001706669,0.0001509292,0.000586677,0.0005556482,1.150998e-7,0.00120615,0.00011592,0.02627245,0.4939459,0.4765665,0.0002766868],"study_design_scores_gemma":[0.001100067,0.0004132957,0.0004733364,0.001111624,0.00043699,0.00001327115,0.006569996,0.002778769,0.009329302,0.002922398,0.9735897,0.001261298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7540618,0.0006073985,0.00007649758,0.004130364,0.001741529,0.0009734864,0.0002039853,0.00008967176,0.2381153],"genre_scores_gemma":[0.1036963,0.004054038,0.1164103,0.00186164,0.01873915,0.001139944,0.0004722949,0.0006168935,0.7530094],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6503654,"threshold_uncertainty_score":0.999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151474256958076,"score_gpt":0.2537504721933073,"score_spread":0.2422357296237265,"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."}}