{"id":"W2772218933","doi":"10.1130/abs/2017am-304154","title":"THE INVENTORY OF EDUCATIONAL PRACTICES AND THE INVENTORY OF GEOSCIENCE DEPARTMENT AND PROGRAM PRACTICES: TWO NEW INSTRUMENTS IN DEVELOPMENT FROM THE SAGE 2YC PROJECT","year":2017,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Division of Undergraduate Education; National Science Foundation","keywords":"Engineering management; Concept inventory; Computer science; Library science; Engineering; Operations research","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007905691,0.0005941777,0.0005881425,0.01229607,0.0009574029,0.003222856,0.0009559132,0.0004909161,0.004553827],"category_scores_gemma":[0.0196324,0.0005460152,0.0006160232,0.01000785,0.0009961392,0.00363782,0.004036455,0.001361063,0.001003326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002448691,"about_ca_system_score_gemma":0.009475723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515777,"about_ca_topic_score_gemma":0.03381774,"domain_scores_codex":[0.9949368,0.001743084,0.001103318,0.0003859606,0.0015701,0.0002607869],"domain_scores_gemma":[0.9606016,0.01288909,0.008135312,0.004295475,0.01031543,0.00376316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002972567,0.0008292079,0.4530302,0.0007721038,0.0001173488,0.0001291157,0.0164613,0.001687205,0.00227593,0.009078218,0.01943807,0.495884],"study_design_scores_gemma":[0.0001171448,0.0006748729,0.8385001,0.0006629074,0.00009263759,0.0002522251,0.02455653,0.005505277,0.003082074,0.007119874,0.119273,0.0001633686],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6802287,0.001013462,0.1404575,0.002864073,0.0002986424,0.01349302,0.08612619,0.002237052,0.07328129],"genre_scores_gemma":[0.3806034,0.001193506,0.5170949,0.0004699775,0.0001661566,0.02366557,0.06051925,0.0004906962,0.01579653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515777,"threshold_uncertainty_score":0.0418098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499474580603248,"score_gpt":0.2994097492435138,"score_spread":0.249462291183189,"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."}}