{"id":"W6931829127","doi":"10.5683/sp3/qwtnki","title":"Canadian College Student Survey, 2005 [Canada]","year":2015,"lang":"en","type":"dataset","venue":"Borealis","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Work (physics); Documentation; Foundation (evidence); Survey data collection; Institution; Order (exchange)","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":[0.001881083,0.0009717978,0.001441998,0.005105546,0.003608062,0.003205439,0.003211606,0.0009652965,0.0553436],"category_scores_gemma":[0.01079885,0.0007259539,0.0009732521,0.02453267,0.0004540014,0.00146165,0.001117848,0.002228122,0.02083392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.048973,"about_ca_system_score_gemma":0.1222492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927015,"about_ca_topic_score_gemma":0.9936932,"domain_scores_codex":[0.9956572,0.0002699058,0.0003261463,0.0005016055,0.002543672,0.0007015086],"domain_scores_gemma":[0.9821047,0.0003846505,0.0005849617,0.0003265061,0.01554164,0.001057665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002537462,0.00001189774,0.006003817,0.0002143301,0.00002093811,0.00001155432,0.00008143445,0.00007593146,0.00001095865,0.0008409935,0.9860096,0.006693201],"study_design_scores_gemma":[0.00008940966,0.00001959843,0.1459136,0.000423469,0.00005393082,0.00003913719,0.0008655876,0.0004829497,0.00006698838,0.0004850494,0.851486,0.00007417229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001002983,0.0006519019,0.0001848363,0.001352451,0.0001895693,0.0001952447,0.9770203,0.0001436277,0.01925906],"genre_scores_gemma":[0.0181403,0.003922807,0.002435007,0.002099889,0.0001317172,0.00116342,0.920086,0.0001608281,0.05186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0553436,"threshold_uncertainty_score":0.3553256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078797497875282,"score_gpt":0.2410132437345867,"score_spread":0.2302252687558339,"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."}}