{"id":"W7098076821","doi":"","title":"Summary","year":2015,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001964242,0.0005480536,0.0004153431,0.00144307,0.00369405,0.00515331,0.001747649,0.001926983,0.2092208],"category_scores_gemma":[0.004473767,0.0002330359,0.0004770958,0.002188196,0.0007074121,0.001540149,0.002493412,0.001647654,0.07273724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119746,"about_ca_system_score_gemma":0.0321766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3135,"about_ca_topic_score_gemma":0.4073953,"domain_scores_codex":[0.9980474,0.0001268135,0.00006427673,0.0002067945,0.001099706,0.000455076],"domain_scores_gemma":[0.9955269,0.0001692043,0.00007832735,0.0002016954,0.002821743,0.001202174],"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":[0.00005594674,0.00002841751,0.00141045,0.0002090235,0.000005228033,0.0001308631,0.0004157494,0.00008940367,0.0002402939,0.01221932,0.8880698,0.0971255],"study_design_scores_gemma":[0.000002972697,0.000009945374,0.001730318,0.0001209639,0.000002584887,0.00006059149,0.0003463005,0.00001336243,0.00007425233,0.0004822383,0.9971517,0.000004976632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006343136,0.01188728,0.002279543,0.06294671,0.0239092,0.0004843494,0.01528218,0.0007221887,0.8761454],"genre_scores_gemma":[0.01840502,0.007634408,0.001386737,0.0119441,0.001660327,0.0001222273,0.008984952,0.0001662432,0.9496959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7907792,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05331734435937903,"score_gpt":0.3562189580791872,"score_spread":0.3029016137198082,"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."}}