{"id":"W7132758450","doi":"","title":"The MOOC ecosystem","year":2015,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Representation (politics); Work (physics); Biodiversity; Citizen science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003701417,0.0004992152,0.0002663369,0.001873333,0.004643023,0.01125397,0.001695296,0.002356426,0.05481848],"category_scores_gemma":[0.008530805,0.000361785,0.0003786244,0.001406877,0.001454469,0.01056802,0.01119013,0.003128207,0.01980031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002519844,"about_ca_system_score_gemma":0.006207037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203334,"about_ca_topic_score_gemma":0.01171266,"domain_scores_codex":[0.9966758,0.0008836674,0.00009670195,0.000315812,0.001422093,0.0006058256],"domain_scores_gemma":[0.9938675,0.0005973654,0.0001426212,0.0006406831,0.001553134,0.003198685],"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":[0.00006359685,0.0001500303,0.001387904,0.0002116548,0.00001356445,0.0001565694,0.002037234,0.0002641423,0.0004653127,0.2068335,0.4320458,0.3563706],"study_design_scores_gemma":[0.000002395865,0.00001060922,0.0003447479,0.0001120284,0.000001579617,0.00005626376,0.0003177889,0.0001440211,0.00008057651,0.005413006,0.9935091,0.000007847733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007864492,0.003234711,0.01923075,0.03676066,0.002623512,0.0002282206,0.000894251,0.003692797,0.9254706],"genre_scores_gemma":[0.1570241,0.00853539,0.02836661,0.0232053,0.002087854,0.0006108027,0.004262259,0.004568453,0.7713393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05481848,"threshold_uncertainty_score":0.1833861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887322984160113,"score_gpt":0.2510650344988988,"score_spread":0.2321918046572976,"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."}}