{"id":"W7099268061","doi":"","title":"Prepared for Building, Connecting and Sharing Knowledge: A Dialogue on Linkages Between Communities","year":2005,"lang":"en","type":"article","venue":"","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Urban planning; Rural area; Work (physics); Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522955,0.00007752331,0.0001504495,0.00004792112,0.001232609,0.0001756055,0.0002191065,0.0001073935,0.00007298761],"category_scores_gemma":[0.0004385402,0.00007521196,0.00003297383,0.00009903245,0.0001014076,0.00019627,0.00007856843,0.000128871,0.000007831102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008299347,"about_ca_system_score_gemma":0.00008142687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.011863,"about_ca_topic_score_gemma":0.04272604,"domain_scores_codex":[0.9991295,0.0001334285,0.000161569,0.0001325547,0.0001044875,0.0003385068],"domain_scores_gemma":[0.9985938,0.001021144,0.00004855778,0.0001085654,0.00007040552,0.0001575033],"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":[0.000007165152,0.00008817583,0.02459587,0.00007736063,0.00003197305,1.680691e-7,0.1966512,0.00001166126,0.000003655652,0.6652221,0.00416219,0.1091485],"study_design_scores_gemma":[0.0003569564,0.0001082577,0.002876259,0.00006168782,0.000009879,2.87784e-7,0.02212275,0.0003755928,0.00004321518,0.008133151,0.9657498,0.0001621863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552496,0.0002336765,0.0003640467,0.005149269,0.0001092808,0.0003891063,0.00002536649,0.0001783584,0.1383013],"genre_scores_gemma":[0.996754,0.0000792451,0.001375591,0.0004233873,0.0007850323,0.00001680185,0.00001187899,0.000006451611,0.0005476018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9615876,"threshold_uncertainty_score":0.9947171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08619392532058513,"score_gpt":0.399419904952412,"score_spread":0.3132259796318269,"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."}}