{"id":"W1532388744","doi":"10.1108/09504121211278377","title":"Trail Technical Report Archive &amp; Image Library","year":2012,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Image (mathematics); Computer science; Library science; Computer graphics (images); Information retrieval; Computer vision","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005231209,0.0001984523,0.0003837998,0.00007272645,0.00007559075,0.000173641,0.001333537,0.00007318793,0.000403249],"category_scores_gemma":[0.00005390783,0.0001403282,0.0001384051,0.0004132997,0.00004561901,0.003963575,0.0004966873,0.0002649681,0.00205805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007863773,"about_ca_system_score_gemma":0.00007251231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006947816,"about_ca_topic_score_gemma":0.000003961977,"domain_scores_codex":[0.9982094,0.000219811,0.0005360707,0.0003892842,0.0002031349,0.0004422859],"domain_scores_gemma":[0.9981793,0.00008025349,0.0002258106,0.00122267,0.00001129672,0.0002806266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001107977,0.0004968053,0.01330285,0.000719953,0.0000277647,0.0001258171,0.0009527701,2.557549e-7,0.008425283,0.3531277,0.2099248,0.412885],"study_design_scores_gemma":[0.00004512554,0.00001595041,0.01232024,0.0001098348,0.00000605417,0.0002462463,0.000002332843,0.00001455119,0.0001908973,0.002086952,0.9847662,0.0001955961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006634163,0.06059312,0.166117,0.005080138,0.0008588441,0.001379568,0.00002226793,0.00161761,0.7576973],"genre_scores_gemma":[0.03751367,0.02241281,0.9279933,0.00289581,0.0008121239,0.0001721526,0.0001714353,0.00004469074,0.007983982],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7748414,"threshold_uncertainty_score":0.998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06177122783131865,"score_gpt":0.2966556948425783,"score_spread":0.2348844670112596,"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."}}