{"id":"W4393793829","doi":"10.5281/zenodo.19580662","title":"DEMIX GIS Database Version 2","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database; Computer science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434235,0.0009529055,0.0007842425,0.004247671,0.0005448408,0.002979208,0.001929133,0.0006546277,0.1729841],"category_scores_gemma":[0.005614528,0.000652806,0.0007211919,0.009329057,0.0002338396,0.002830565,0.001709445,0.001461055,0.08875751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182715,"about_ca_system_score_gemma":0.001803557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01821057,"about_ca_topic_score_gemma":0.01321134,"domain_scores_codex":[0.9990997,0.0001626323,0.0001757201,0.0001836697,0.0002820374,0.00009627012],"domain_scores_gemma":[0.9980713,0.0003012991,0.0001110032,0.0003773843,0.001055282,0.00008383819],"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":[0.00005888559,0.00001828929,0.001083843,0.0003743183,0.0000365075,0.00004180794,0.000129601,0.001747268,0.0002153397,0.00618331,0.956362,0.03374866],"study_design_scores_gemma":[0.00003284704,0.000005206593,0.001536441,0.0001049066,0.00001522979,0.00004979842,0.000152924,0.001152709,0.0004968725,0.003470551,0.992956,0.00002643881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007897899,0.0001490223,0.009744441,0.0002692119,0.0001355726,0.0001828377,0.9547219,0.006349413,0.02765773],"genre_scores_gemma":[0.006351689,0.0003693328,0.02310162,0.0002010409,0.00005021653,0.000800476,0.9533407,0.003935955,0.01184903],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1729841,"threshold_uncertainty_score":0.5786896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08430500033285447,"score_gpt":0.3850127739995237,"score_spread":0.3007077736666692,"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."}}