{"id":"W3011937607","doi":"","title":"Canadian Geoscience Education Network (CGEN): Fostering Excellence in Earth Science Education and Outreach","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outreach; Excellence; Earth (classical element); Earth science; Science education; Earth system science; Astrobiology; Political science; Pedagogy; Sociology; Geology; Astronomy; Physics","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":[0.004603946,0.0005721994,0.0002838761,0.001972826,0.004964958,0.003024441,0.001674994,0.002760155,0.02529877],"category_scores_gemma":[0.009314653,0.0002530953,0.0003058148,0.003017155,0.001209766,0.001607265,0.003679301,0.002463626,0.00260078],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0284202,"about_ca_system_score_gemma":0.2510166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333504,"about_ca_topic_score_gemma":0.9719926,"domain_scores_codex":[0.9953362,0.0003074685,0.00007646849,0.0001424533,0.00298597,0.00115156],"domain_scores_gemma":[0.9845834,0.0006812462,0.000251216,0.0002800866,0.007178248,0.007025938],"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":[0.00003651296,0.00009319971,0.002372148,0.0001260864,0.000005836838,0.00007633693,0.0004052011,0.0002945237,0.0004088179,0.02821843,0.8393005,0.1286624],"study_design_scores_gemma":[0.00003959809,0.0000368311,0.02296694,0.0001536051,0.00001259985,0.00005414979,0.0009792774,0.001096711,0.0008865531,0.005925805,0.9678208,0.00002708459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02862021,0.01000107,0.01087921,0.4074543,0.009803119,0.0007865055,0.009937675,0.002545703,0.5199721],"genre_scores_gemma":[0.3174296,0.009633256,0.04694684,0.0253847,0.0007926051,0.0002712363,0.006884335,0.000430974,0.5922264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9715798,"threshold_uncertainty_score":0.2062039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638889138710382,"score_gpt":0.3680768103037927,"score_spread":0.3316879189166889,"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."}}