{"id":"W2989956465","doi":"","title":"The Canadian Geoscience Education Network: a collaborative grassroots effort to support geoscience education","year":2009,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Earth science; Political science; Geology","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":[0.007341239,0.0008961936,0.0005828303,0.004372264,0.01112908,0.004855392,0.003328598,0.003920353,0.03822493],"category_scores_gemma":[0.01599591,0.000468583,0.0005241755,0.005590551,0.002093393,0.002245589,0.005933997,0.004060486,0.003956315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05730063,"about_ca_system_score_gemma":0.5303348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969206,"about_ca_topic_score_gemma":0.9842941,"domain_scores_codex":[0.9913957,0.0004610173,0.0001336258,0.0003856211,0.004956242,0.002667829],"domain_scores_gemma":[0.9418051,0.001817188,0.0007158761,0.0009010227,0.0213674,0.03339348],"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":[0.0001630992,0.0004533859,0.007649104,0.0001722281,0.00003378378,0.0002336048,0.001005735,0.0009406673,0.001605008,0.02030337,0.8575783,0.1098616],"study_design_scores_gemma":[0.0001196179,0.00005543022,0.02736575,0.0001000014,0.00002914873,0.00004969463,0.004299317,0.002896547,0.0009037696,0.00362929,0.9605146,0.00003693188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06000913,0.003133057,0.01752009,0.4598151,0.01097467,0.004065736,0.02250133,0.003483807,0.4184969],"genre_scores_gemma":[0.2821246,0.003110858,0.05990516,0.03228491,0.0007866264,0.0009487037,0.01594785,0.0007746795,0.6041165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9426994,"threshold_uncertainty_score":0.4157471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359699196187409,"score_gpt":0.2464936215758214,"score_spread":0.2328966296139474,"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."}}