{"id":"W1480550273","doi":"","title":"EdGEO: Helping Teachers Teach Earth Science","year":2009,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Saskatchewan; University of Victoria","funders":"","keywords":"Library science; Humanities; Curriculum; Political science; Pedagogy; Sociology; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612127,0.000555678,0.0002923529,0.001169632,0.00210791,0.002417809,0.001715449,0.001241378,0.08189318],"category_scores_gemma":[0.004006372,0.0004149442,0.0003728998,0.001163541,0.0008109168,0.00269071,0.004543187,0.001757778,0.03305641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203112,"about_ca_system_score_gemma":0.01479963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05434421,"about_ca_topic_score_gemma":0.2752145,"domain_scores_codex":[0.9987292,0.0001611988,0.00003434742,0.0001309104,0.0006307554,0.0003136953],"domain_scores_gemma":[0.9963671,0.0002943515,0.0001012843,0.0002210549,0.0008981526,0.002117936],"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":[0.00004072029,0.00009406192,0.000872648,0.0002112429,0.000002659379,0.00009826086,0.001692744,0.00006016858,0.001313654,0.002947955,0.8654292,0.1272366],"study_design_scores_gemma":[0.00001504559,0.00001130436,0.001145996,0.00007940206,0.000002905678,0.00003764592,0.0009142243,0.0000566966,0.0003014773,0.001058674,0.9963689,0.000007782772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02410022,0.007428124,0.04115661,0.05043621,0.005935911,0.001113422,0.01414896,0.03014609,0.8255345],"genre_scores_gemma":[0.06316368,0.007106915,0.08660676,0.01460249,0.0006013657,0.001159302,0.01345237,0.0057562,0.8075509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08189318,"threshold_uncertainty_score":0.27396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009881824676676755,"score_gpt":0.1871681441773793,"score_spread":0.1772863195007026,"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."}}