{"id":"W2548530783","doi":"","title":"Survey of Canadian Career College Students, Phase III: Graduate Survey","year":2010,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Graduate students; Phase (matter); Psychology; Pedagogy; Mathematics education; Medicine; Physics","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":[0.00165647,0.0008049541,0.0005362615,0.005659238,0.005619408,0.001680659,0.002314067,0.001136869,0.01997323],"category_scores_gemma":[0.004453155,0.0008873111,0.0004843705,0.01143051,0.0007077472,0.0008777656,0.001887293,0.001611853,0.008748018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03968262,"about_ca_system_score_gemma":0.123796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951362,"about_ca_topic_score_gemma":0.9982527,"domain_scores_codex":[0.9982708,0.00009167952,0.00008359249,0.0001714613,0.0007665756,0.0006159185],"domain_scores_gemma":[0.9924335,0.0001692376,0.0003717142,0.0001794503,0.004720539,0.002125418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003403482,0.001048699,0.4653949,0.0003595705,0.00004191122,0.0002428324,0.006524567,0.0002288102,0.0009083013,0.001138239,0.4658427,0.05792907],"study_design_scores_gemma":[0.0000737283,0.00008226227,0.8957522,0.00007447932,0.00001479513,0.00005769026,0.007048212,0.0001546744,0.0002672455,0.00006248951,0.09636918,0.00004307031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4188556,0.001100574,0.0008940991,0.00591685,0.0002177631,0.005972608,0.482326,0.0004761285,0.08424035],"genre_scores_gemma":[0.416002,0.004573157,0.004816716,0.01095521,0.0001339452,0.007214239,0.213858,0.0003105289,0.3421362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03968262,"threshold_uncertainty_score":0.2879189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422911398647938,"score_gpt":0.226790564272642,"score_spread":0.1844994244078482,"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."}}