{"id":"W2988792133","doi":"10.1130/ges02006.1","title":"Making geoscience fieldwork inclusive and accessible for students with disabilities","year":2019,"lang":"en","type":"article","venue":"Geosphere","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flexibility (engineering); Pace; Focus group; Inclusion (mineral); Perception; Earth science; Psychology; Pedagogy; Medical education; Sociology; Geology; Medicine; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000232913,0.00006067636,0.00008222082,0.00001319101,0.0004355345,0.000165696,0.000238581,0.00004400806,0.001036707],"category_scores_gemma":[0.00007279073,0.00004986267,0.00002241091,0.00013941,0.0001811314,0.0001921818,0.00006200901,0.00004724727,0.00001658564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001678172,"about_ca_system_score_gemma":0.00009024966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007307,"about_ca_topic_score_gemma":0.005280587,"domain_scores_codex":[0.9992555,0.00003224962,0.00007194235,0.00019046,0.0002253649,0.0002244865],"domain_scores_gemma":[0.9995142,0.000203653,0.00004330446,0.0001160813,0.00006842973,0.00005438273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001351636,0.00002939291,0.9639701,0.00002121732,0.000005351143,9.545695e-8,0.01848351,0.000005152942,9.878848e-7,0.008439321,0.0002413461,0.008790008],"study_design_scores_gemma":[0.0006093677,0.0002181247,0.4737244,0.0001006331,0.00001889835,0.000001071927,0.3017132,0.00002144598,0.00001043593,0.009346163,0.2139321,0.0003040873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969344,0.0001663124,0.0001621229,0.001531307,0.0003166121,0.0003994543,0.000003683185,0.00002780799,0.02804876],"genre_scores_gemma":[0.9860732,0.00002625767,0.00102006,0.0003433508,0.00008832445,0.00003547568,0.000001341544,0.000004072018,0.01240794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4902457,"threshold_uncertainty_score":0.9998765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234276716025655,"score_gpt":0.4313131867663724,"score_spread":0.3889704196061158,"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."}}