{"id":"W6959410875","doi":"10.7939/r3600q","title":"Alberta OER Toolkits","year":2016,"lang":"fy","type":"other","venue":"University of Alberta Library","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Production (economics); Identification (biology); Focus (optics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008506578,0.0003716591,0.0006869512,0.0003249453,0.0004734144,0.00005051553,0.001316197,0.0007671374,0.3035826],"category_scores_gemma":[0.00003216445,0.0003298127,0.0006554602,0.0004911292,0.001353029,0.001200108,0.0004267975,0.0002217611,0.00789541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004922037,"about_ca_system_score_gemma":0.0005332752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08609956,"about_ca_topic_score_gemma":0.04870853,"domain_scores_codex":[0.9978961,0.0003315985,0.0002356907,0.000612613,0.0004370686,0.0004868993],"domain_scores_gemma":[0.9980901,0.0005282935,0.0004588283,0.0005298075,0.00003622762,0.0003567438],"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":[0.0001237574,0.0002185685,0.009839493,0.0001310012,0.001239897,0.00004527185,0.02654472,0.000002174274,0.00002482986,0.06469657,0.8937106,0.003423104],"study_design_scores_gemma":[0.0004590701,0.00003628268,0.0006417438,0.0003201878,0.0003430551,8.290711e-7,0.00198763,0.000006566833,0.00003412938,0.0004051207,0.9952831,0.0004823197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00447416,0.0003048591,0.000008440079,0.009614687,0.0004822619,0.0002034746,0.00002482735,0.00003895114,0.9848483],"genre_scores_gemma":[0.01267085,0.0009789695,0.0001173601,0.0001950218,0.0005521993,8.596097e-8,0.00004344066,0.00008549981,0.9853566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2956872,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005831890465752599,"score_gpt":0.1869900798879733,"score_spread":0.1811581894222207,"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."}}