{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02487823,0.0005691821,0.0007130536,0.001767392,0.06196317,0.02088516,0.003082849,0.01199522,0.006091057],"category_scores_gemma":[0.02557587,0.0007101534,0.0006184345,0.002268638,0.03938464,0.01992864,0.0218606,0.01432232,0.0004881351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159663,"about_ca_system_score_gemma":0.05016252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09484088,"about_ca_topic_score_gemma":0.1182521,"domain_scores_codex":[0.9699445,0.02459453,0.0003322172,0.0008312962,0.001655807,0.002641695],"domain_scores_gemma":[0.9655604,0.01987165,0.001406168,0.0008619591,0.002896313,0.009403447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001865011,0.00004999579,0.000617661,0.00006704316,0.00001011669,0.0007159794,0.9495528,0.0001224727,0.0002258557,0.02954401,0.009296356,0.009779118],"study_design_scores_gemma":[0.00001058519,0.00002518237,0.0002957797,0.0001821543,0.00000912796,0.0001961103,0.8605931,0.0001474314,0.00009985633,0.01611687,0.122299,0.00002475163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2409632,0.005969958,0.01314401,0.6351341,0.001820085,0.0004247364,0.00006889989,0.00008361579,0.1023914],"genre_scores_gemma":[0.9582171,0.002344365,0.004073562,0.02112592,0.0002148076,0.0001826524,0.00002570868,0.00005404212,0.0137618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09484088,"threshold_uncertainty_score":0.1885777,"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."}}