{"id":"W6969238849","doi":"10.5683/sp3/qvvozn","title":"2017 DLI Contact & Alternates Survey","year":2018,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Queen's University; Western University; University of Regina","funders":"","keywords":"Data collection; Key (lock); Survey data collection; Survey research; Survey methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266204,0.001351514,0.001179312,0.004832904,0.0009878314,0.002876896,0.002494983,0.001556695,0.04970007],"category_scores_gemma":[0.02233333,0.0007628502,0.0006786443,0.008509831,0.0004212947,0.001877712,0.002996865,0.001684656,0.08556064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003239053,"about_ca_system_score_gemma":0.00485418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08831629,"about_ca_topic_score_gemma":0.1117786,"domain_scores_codex":[0.9967533,0.0006168001,0.0005139849,0.000483879,0.001151636,0.0004803754],"domain_scores_gemma":[0.9897879,0.001852808,0.001220897,0.001652427,0.004526724,0.0009592542],"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":[0.00003080326,0.00001159968,0.001661564,0.0001370295,0.000007749484,0.000007297338,0.00003312476,0.00003914372,0.00001783243,0.0002472252,0.9959552,0.001851447],"study_design_scores_gemma":[0.0001214849,0.00002206281,0.02612654,0.0003973355,0.00002396895,0.00005598047,0.0004563395,0.0003216269,0.0002243695,0.0008279198,0.9713863,0.00003605881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003788065,0.00006184621,0.000103992,0.0001833438,0.00005664059,0.00003332957,0.9972013,0.0002010003,0.001779669],"genre_scores_gemma":[0.001471685,0.0000769089,0.0002492366,0.0001191785,0.00003175019,0.0003475537,0.9949735,0.0001062798,0.002623968],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08831629,"threshold_uncertainty_score":0.1756045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348612932660449,"score_gpt":0.3410430340236163,"score_spread":0.2675569046970118,"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."}}