{"id":"W3161208646","doi":"10.11575/prism/37076","title":"Study Space Finder - University of Calgary","year":2019,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Ideal (ethics); Computer science; Mathematics education; Sociology; Mathematics; Political science","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":[0.0007968036,0.0004995617,0.0003654769,0.003207207,0.002328469,0.002552391,0.0008051497,0.0006099107,0.13531],"category_scores_gemma":[0.002681212,0.0003368903,0.0002336956,0.003227563,0.0003774911,0.001106949,0.003105923,0.001084232,0.03560089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207827,"about_ca_system_score_gemma":0.00811665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09593908,"about_ca_topic_score_gemma":0.2016895,"domain_scores_codex":[0.999471,0.00005363698,0.00002669589,0.00007984443,0.0002344622,0.000134308],"domain_scores_gemma":[0.9975451,0.0002358143,0.0001491006,0.0001724965,0.001006588,0.0008908191],"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":[0.0002985553,0.00007265866,0.009516683,0.0005016872,0.000007468646,0.0005003343,0.004783717,0.0003202078,0.001605445,0.003191086,0.7250971,0.254105],"study_design_scores_gemma":[0.00002107039,0.0000296406,0.01555692,0.0002877001,0.000004680463,0.00009046301,0.005095902,0.0001868873,0.0008408724,0.0005017087,0.9773581,0.00002608609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0860254,0.0049648,0.02226526,0.008556924,0.003801065,0.005155028,0.1186611,0.01550308,0.7350674],"genre_scores_gemma":[0.1460924,0.004839348,0.1235351,0.001510025,0.0004031152,0.003875621,0.04553292,0.002745086,0.6714664],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.13531,"threshold_uncertainty_score":0.4526571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310956471878399,"score_gpt":0.2355915615063142,"score_spread":0.2224819967875302,"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."}}