{"id":"W2216867086","doi":"10.1609/socs.v1i1.18157","title":"SoCS 2010 Organization","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Combinatorial Search","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006034881,0.001822421,0.001935957,0.006075693,0.00287658,0.009571149,0.002546361,0.002420377,0.3051005],"category_scores_gemma":[0.00806666,0.0006386793,0.00147351,0.00550626,0.000726292,0.003169938,0.003039859,0.002031482,0.4435502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005230744,"about_ca_system_score_gemma":0.01810099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187907,"about_ca_topic_score_gemma":0.01496645,"domain_scores_codex":[0.9963847,0.0003979613,0.000303117,0.0004958494,0.001683917,0.0007343765],"domain_scores_gemma":[0.9668846,0.0005839615,0.0007527361,0.001795916,0.02169268,0.008290033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004190195,0.00001638336,0.00009836358,0.0001555095,0.000004918216,0.00002334139,0.00000684422,0.0001152118,0.0002668714,0.001124765,0.9732803,0.02486561],"study_design_scores_gemma":[0.00001506933,0.00003018422,0.0003740543,0.00009203108,0.000007091478,0.00005760734,0.00003481499,0.0004604765,0.0003055865,0.0006303284,0.9979787,0.00001398688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003796734,0.0107465,0.02960568,0.06232635,0.1721251,0.003125373,0.07965625,0.0173923,0.6212258],"genre_scores_gemma":[0.01124194,0.009250078,0.0150866,0.006125011,0.0201325,0.001531987,0.07184841,0.004276718,0.8605068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3051005,"threshold_uncertainty_score":0.9911898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007695750258779444,"score_gpt":0.2365496677550636,"score_spread":0.2288539174962841,"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."}}