{"id":"W4246924995","doi":"10.1190/tle27060806.1","title":"GAC Spotlight","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Nothing; Political science; Globalization; Work (physics); Media studies; Sociology; Law; Engineering; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001446972,0.0008767925,0.0003786568,0.001483226,0.003593473,0.006853978,0.001477872,0.003285448,0.4000963],"category_scores_gemma":[0.003678843,0.0002966597,0.0004553419,0.001259321,0.0008486846,0.002135286,0.004048852,0.004001597,0.224223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970863,"about_ca_system_score_gemma":0.005692653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640853,"about_ca_topic_score_gemma":0.03069245,"domain_scores_codex":[0.9988381,0.0001599935,0.00002338807,0.0001538158,0.0004871784,0.0003375469],"domain_scores_gemma":[0.9957426,0.0001768219,0.00009371134,0.0003291145,0.001597113,0.002060587],"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":[0.00001654547,0.000007577336,0.00006129449,0.00002453645,7.535764e-7,0.00004939696,0.0000376574,0.00001193674,0.0001058763,0.001568713,0.988841,0.009274818],"study_design_scores_gemma":[0.000001987025,0.000003366436,0.0002099206,0.00001912319,4.777614e-7,0.00002492979,0.00007788572,0.00001405295,0.00003008523,0.0001745557,0.9994414,0.000002082452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002735245,0.00582392,0.001303199,0.07045476,0.05439569,0.0002390927,0.003764142,0.003418538,0.8578655],"genre_scores_gemma":[0.01266002,0.00203373,0.00130946,0.01298122,0.004536719,0.0001349221,0.00290963,0.001122635,0.9623117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4000963,"threshold_uncertainty_score":0.8556898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543367319699106,"score_gpt":0.3139042860924356,"score_spread":0.2384706128954445,"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."}}