{"id":"W4409229080","doi":"10.1007/s12599-025-00939-1","title":"Mapping Uncharted Territory","year":2025,"lang":"en","type":"article","venue":"Business & Information Systems Engineering","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.001272695,0.0004843027,0.0007001971,0.005555691,0.003576127,0.007670033,0.001790908,0.001197906,0.02213231],"category_scores_gemma":[0.006072541,0.0004577877,0.0006349479,0.006671036,0.007914555,0.01111064,0.006480556,0.001285967,0.002832023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184742,"about_ca_system_score_gemma":0.002867773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417026,"about_ca_topic_score_gemma":0.027488,"domain_scores_codex":[0.9982987,0.0005019131,0.00005687743,0.000500693,0.0003975665,0.0002442767],"domain_scores_gemma":[0.9975804,0.0008193082,0.0001120575,0.0009952127,0.0002794135,0.0002135626],"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":[0.0002222905,0.00006505052,0.0122344,0.0005320174,0.000211585,0.0007717478,0.007013625,0.01086563,0.004638721,0.751315,0.00904352,0.2030865],"study_design_scores_gemma":[0.00001853868,0.00005922462,0.01200065,0.0004844214,0.00009832293,0.000625579,0.01469438,0.01508647,0.002082684,0.6895883,0.2651882,0.00007335834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2266665,0.006490642,0.3405006,0.007149749,0.0006248433,0.0002314515,0.003764686,0.001555408,0.4130162],"genre_scores_gemma":[0.8979284,0.002325893,0.07423349,0.0003829383,0.00009910121,0.0001685125,0.001512518,0.0006838023,0.02266523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02213231,"threshold_uncertainty_score":0.07403994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697601703291333,"score_gpt":0.2987515658446621,"score_spread":0.2517755488117488,"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."}}