{"id":"W7031751619","doi":"","title":"Free Lulu","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Institution; Social life; Immigration; Social institution","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":[0.00101458,0.0003993819,0.0003240816,0.0009703217,0.00690074,0.006227808,0.0007984746,0.001543476,0.1806572],"category_scores_gemma":[0.002162394,0.0002398368,0.0002366924,0.0007629349,0.002037608,0.003858665,0.00434443,0.002015189,0.05098579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381215,"about_ca_system_score_gemma":0.004001445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005884002,"about_ca_topic_score_gemma":0.0217861,"domain_scores_codex":[0.9992551,0.0001590331,0.00001915255,0.0001043191,0.0001960626,0.0002662511],"domain_scores_gemma":[0.999279,0.0001542465,0.00003588662,0.0001110517,0.0001952297,0.0002246065],"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":[0.00005173674,0.00009556649,0.0008034891,0.0001799347,0.000003209956,0.0004163077,0.00733852,0.00006183915,0.0005921543,0.2786787,0.5865153,0.1252633],"study_design_scores_gemma":[0.000001739101,0.00001243799,0.000354984,0.00008112904,8.037441e-7,0.00007842349,0.001139218,0.00001789376,0.000172923,0.002255441,0.9958794,0.000005626162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007426172,0.002675518,0.0006102372,0.01015256,0.001191271,0.00005120199,0.0003720013,0.0002879449,0.977233],"genre_scores_gemma":[0.03698743,0.001282283,0.0005684176,0.003325331,0.0002536978,0.00007754719,0.0002628737,0.0001549975,0.9570873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1806572,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623653025727592,"score_gpt":0.2345619006970959,"score_spread":0.2183253704398199,"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."}}