{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c5cfcf32f606","filters":{"venue":"Computing Techniques For Giophysical and Geochenical Exploration"}},"results":[{"id":"W2351179481","doi":"","title":"A METHOD OF STACKING ANALYSIS BASED ON MAPINFO","year":2002,"lang":"en","type":"article","venue":"Computing Techniques For Giophysical and Geochenical Exploration","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Stacking; Computer science; Layer (electronics); Grid; Relation (database); Data mining; Geographic information system; Geology; Chemistry; Remote sensing; Materials science; Mathematics; Geometry; Nanotechnology","authors":[{"name":"Yuan Feng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04466348580830996,"gpt":0.3309765570205404,"spread":0.2863130712122304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390024,0.001243835,0.000886458,0.005139138,0.001395672,0.002869847,0.001314081,0.0006553562,0.007340571],"category_scores_gemma":[0.006659818,0.0006082809,0.00137035,0.004280118,0.0008750845,0.003241443,0.001682571,0.00130137,0.002959389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007919197,"about_ca_system_score_gemma":0.002325928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262198,"about_ca_topic_score_gemma":0.004715215,"domain_scores_codex":[0.9978138,0.0004842638,0.000184239,0.0004124164,0.0009766975,0.0001285198],"domain_scores_gemma":[0.9976319,0.0004584268,0.0001778389,0.0004898901,0.001165131,0.00007679749],"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":[0.0001489579,0.00006287374,0.004987352,0.0002851026,0.0001746175,0.0002562325,0.0007579917,0.02479808,0.009325533,0.08055267,0.01404827,0.8646023],"study_design_scores_gemma":[0.00007175111,0.0001642579,0.005940957,0.0001812501,0.0004001982,0.0009836339,0.001253098,0.6060557,0.05052598,0.1712221,0.1628917,0.0003093489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001885354,0.00006434616,0.994072,0.00007435802,0.00005690624,0.00004612286,0.0001920578,0.00157561,0.002033197],"genre_scores_gemma":[0.05745365,0.0002197525,0.9373023,0.0000637559,0.00008085244,0.0001698655,0.0009572514,0.0005379056,0.003214681],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007340571,"threshold_uncertainty_score":0.0245567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2375800658","doi":"","title":"THE CURRENT STATUS ANALYSIS AND SUGGESTIONS FOR THE ESTABLISHMENT OF THE INFORMATION SYSTEM OF NATIONAL LAND′S AND RESOURCES","year":2000,"lang":"en","type":"article","venue":"Computing Techniques For Giophysical and Geochenical Exploration","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Current (fluid); Information system; Computer science; Environmental resource management; Regional science; Environmental planning; Operations research; Political science; Geography; Law; Engineering; Environmental science","authors":[{"name":"Song Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01503693699180395,"gpt":0.2809313321656672,"spread":0.2658943951738632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103079,0.000417577,0.0003498793,0.003254351,0.001926988,0.005484612,0.00183707,0.001885368,0.00654635],"category_scores_gemma":[0.01304036,0.0003397643,0.000399732,0.004945887,0.002309656,0.01589419,0.001166505,0.002182623,0.001875894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546562,"about_ca_system_score_gemma":0.01222996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216255,"about_ca_topic_score_gemma":0.007068439,"domain_scores_codex":[0.9960346,0.001266854,0.000503129,0.0006242756,0.001219688,0.000351523],"domain_scores_gemma":[0.9787199,0.004220194,0.001850455,0.001836809,0.01143635,0.001936353],"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":[0.0001702604,0.0001865883,0.02505788,0.001734241,0.00002870209,0.0002178189,0.001492715,0.001940331,0.00322474,0.2791028,0.07134234,0.6155015],"study_design_scores_gemma":[0.00002981304,0.0002235349,0.01462514,0.001562834,0.00006419265,0.0004233952,0.006587369,0.01164453,0.004862345,0.05349721,0.906364,0.0001156004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09352407,0.1349502,0.3345161,0.2812317,0.01026781,0.0007209519,0.003161089,0.002200219,0.1394279],"genre_scores_gemma":[0.5168944,0.1109382,0.3154905,0.009444435,0.003555189,0.0005914349,0.005870313,0.0002819465,0.03693357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01216255,"threshold_uncertainty_score":0.05451399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}