{"id":"W7043450641","doi":"","title":"Survey of Canadian career college students. Phase 1, Institutional survey / [commissioned by] Human Resources and Social Development Canada and Canada Millennium Scholarship Foundation ; produced by R.A. Malatest & Associates Ltd.","year":2010,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Millennium Scholarship Foundation","keywords":"Scholarship; Foundation (evidence); Human resources; Phase (matter); Career development; Social change","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001708777,0.001077839,0.0005990104,0.005473115,0.003659429,0.001359534,0.002202565,0.0006540247,0.02578876],"category_scores_gemma":[0.004106443,0.0008739433,0.0005383944,0.01139272,0.0004323027,0.0007233891,0.001513416,0.001013348,0.005812903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05165481,"about_ca_system_score_gemma":0.1184779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968087,"about_ca_topic_score_gemma":0.998085,"domain_scores_codex":[0.9987727,0.0000685703,0.00007332361,0.0001025919,0.0006654176,0.0003173665],"domain_scores_gemma":[0.9936703,0.0001434325,0.0002941431,0.0001321728,0.004810116,0.0009498134],"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":[0.000287238,0.0003347833,0.08798628,0.001141927,0.00004781648,0.00008189368,0.00164085,0.000325331,0.0005299132,0.001511059,0.8412873,0.06482559],"study_design_scores_gemma":[0.0001595999,0.00009812531,0.7887909,0.0002947414,0.000039182,0.00003369081,0.002186001,0.0002404897,0.0004200519,0.0001147654,0.2075703,0.00005212812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04189622,0.001380494,0.0005617739,0.002059194,0.0001446828,0.002704927,0.916167,0.0002902096,0.03479541],"genre_scores_gemma":[0.1637339,0.006186211,0.006279513,0.002786738,0.00008919823,0.006604854,0.5940728,0.0002680343,0.2199789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483452,"threshold_uncertainty_score":0.3747836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866994838273362,"score_gpt":0.2191019086416316,"score_spread":0.200431960258898,"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."}}