{"id":"W4230375205","doi":"10.21432/t26106","title":"Review: A Critical Look at CJEC, Vol. 15. No.1","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mathematics education; Psychology; Management science; Computer science; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0502433,0.001812893,0.005673068,0.01838283,0.003392865,0.007290448,0.005233871,0.01122272,0.01887744],"category_scores_gemma":[0.2599834,0.002075701,0.003660439,0.01526413,0.004055226,0.00815459,0.003585476,0.006070293,0.006374833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537891,"about_ca_system_score_gemma":0.03367122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132252,"about_ca_topic_score_gemma":0.02974289,"domain_scores_codex":[0.9613245,0.01448936,0.01107493,0.00200624,0.01002752,0.001077453],"domain_scores_gemma":[0.7209251,0.1496685,0.02661127,0.007322458,0.0916402,0.003832471],"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":[0.0001265785,0.00001594219,0.0003290307,0.1239079,0.0006335546,0.0003637584,0.0003412002,0.00007567864,0.0001595321,0.002717304,0.8021781,0.06915132],"study_design_scores_gemma":[0.00008451551,0.00002949103,0.0006418925,0.2825803,0.0007686375,0.0004158682,0.0003439345,0.00004658643,0.000117079,0.002135912,0.7127802,0.00005557705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001541314,0.7745119,0.0005216079,0.1648512,0.05436287,0.0007605972,0.0005328014,0.00005089137,0.004254044],"genre_scores_gemma":[0.004715314,0.8046634,0.002053524,0.1501034,0.02986086,0.002743651,0.0005379083,0.00008279486,0.005239148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0502433,"threshold_uncertainty_score":0.2657152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442846234151068,"score_gpt":0.3152656407250138,"score_spread":0.3008371783835032,"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."}}