{"id":"W7025225098","doi":"","title":"Venturing into the unknown: What evidence is there - one year later- of the impact of a threshold concept on students in a first year elective course?","year":2017,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Cognitive reframing; Subject (documents); Scholarship; Higher education; Focus (optics); Attendance; Curriculum","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":[0.01630188,0.0003329577,0.001001431,0.001351651,0.003646592,0.01120225,0.003239167,0.003204087,0.01921385],"category_scores_gemma":[0.07522117,0.0004593276,0.001206537,0.001282016,0.007567269,0.007360149,0.007950746,0.008610043,0.001830957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160262,"about_ca_system_score_gemma":0.009044278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01975179,"about_ca_topic_score_gemma":0.02414096,"domain_scores_codex":[0.9887694,0.004433971,0.0003511561,0.001385369,0.003134604,0.001925446],"domain_scores_gemma":[0.922072,0.03108328,0.01394793,0.004310801,0.00694447,0.02164148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002713982,0.00723309,0.5323098,0.001216451,0.0004571333,0.001475032,0.2518732,0.0001740098,0.001127891,0.01613549,0.0179025,0.1673816],"study_design_scores_gemma":[0.0002577143,0.004245962,0.687922,0.002353644,0.0004412589,0.0003798343,0.2611854,0.0004555643,0.001487291,0.00524733,0.03583611,0.0001878642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790121,0.002016157,0.0002414432,0.008704199,0.0005041009,0.0000391469,0.0001135604,0.00001933334,0.009349988],"genre_scores_gemma":[0.9954503,0.0007060444,0.0001220138,0.001121744,0.0001080401,0.00003389288,0.00007640851,0.00002167432,0.002359945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975179,"threshold_uncertainty_score":0.08621365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199823484017649,"score_gpt":0.2961457696541698,"score_spread":0.2641475348139933,"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."}}