{"id":"W7037102421","doi":"","title":"Convergence of technologies, divergence of knowledge","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Divergence (linguistics); Meridian (astronomy); The arctic; North pole","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01064481,0.0005179605,0.0008053446,0.00464444,0.004461771,0.01533183,0.001453175,0.003194833,0.009039941],"category_scores_gemma":[0.02668111,0.0003939031,0.0004725636,0.004122024,0.03777254,0.02222796,0.01302357,0.004188783,0.001225727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005724029,"about_ca_system_score_gemma":0.005157952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863814,"about_ca_topic_score_gemma":0.001146382,"domain_scores_codex":[0.9830897,0.008186664,0.000916536,0.002645937,0.003834578,0.001326546],"domain_scores_gemma":[0.9829581,0.008406362,0.001387526,0.003120744,0.003098104,0.001029146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001610442,0.00001135512,0.0006774015,0.00006769652,0.00001136108,0.000116279,0.010341,0.0001720965,0.0001277991,0.9771263,0.001000713,0.01033197],"study_design_scores_gemma":[0.00001612312,0.00002683398,0.001033327,0.0002066931,0.00000854488,0.0002642911,0.01040212,0.000349531,0.0001479914,0.936348,0.05118067,0.00001582885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08276121,0.009458285,0.09772296,0.02712581,0.0006924848,0.0001909646,0.000247535,0.0001883801,0.7816123],"genre_scores_gemma":[0.9576582,0.003417078,0.01872277,0.002251875,0.0002970017,0.0002997876,0.0001836843,0.0001078836,0.01706176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955382,"threshold_uncertainty_score":0.05629581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811772006694847,"score_gpt":0.576667873828505,"score_spread":0.2954906731590203,"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."}}