{"id":"W2774716212","doi":"10.1130/abs/2017am-296021","title":"EBOOKS AS A MANDATORY TEXT IN LARGE FIRST YEAR GENERAL EDUCATION GEOSCIENCE COURSE","year":2017,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"York University","keywords":"Course (navigation); Computer science; Data science; Earth science; Geology; Astronomy; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002888661,0.0009053451,0.001049448,0.001848966,0.002464628,0.0038615,0.002020611,0.001599038,0.197457],"category_scores_gemma":[0.009729064,0.0004970751,0.0005014593,0.001395211,0.0004813766,0.003092687,0.005390572,0.002187243,0.05782538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889349,"about_ca_system_score_gemma":0.005119548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389555,"about_ca_topic_score_gemma":0.008838628,"domain_scores_codex":[0.9983789,0.0002525177,0.0001089959,0.00032217,0.0004920865,0.0004452734],"domain_scores_gemma":[0.9848512,0.001744472,0.0006015112,0.0006207931,0.001637169,0.01054491],"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":[0.005322285,0.02167437,0.01892712,0.0006261168,0.00003807751,0.001225074,0.002245412,0.0007324736,0.01541388,0.002667866,0.5076592,0.4234682],"study_design_scores_gemma":[0.002071214,0.006719536,0.3491046,0.001031063,0.0001056818,0.0006815573,0.01536136,0.004637697,0.02064854,0.01086193,0.5885537,0.0002230654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6785262,0.0006095331,0.005842679,0.009817993,0.008007235,0.002464928,0.009131011,0.006812679,0.2787878],"genre_scores_gemma":[0.5241833,0.0004842602,0.01834418,0.002860012,0.001531683,0.001616566,0.0111052,0.00166874,0.438206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197457,"threshold_uncertainty_score":0.6605593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858610691136157,"score_gpt":0.3418747276356656,"score_spread":0.3132886207243041,"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."}}