{"id":"W7140154826","doi":"","title":"OER Handout","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open educational resources; Commons; Adaptation (eye); Open education; Resource (disambiguation); Open university","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":["insufficient_payload"],"category_scores_codex":[0.0005945757,0.00121057,0.0007239318,0.002466665,0.001182913,0.002048532,0.001307439,0.001101674,0.8240478],"category_scores_gemma":[0.002681047,0.0003936086,0.0005586828,0.001344742,0.0002332363,0.001882811,0.002392515,0.001272849,0.6320587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847452,"about_ca_system_score_gemma":0.0008803235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820975,"about_ca_topic_score_gemma":0.01211042,"domain_scores_codex":[0.9994886,0.0000450408,0.0000219016,0.00007048904,0.0002781143,0.00009580614],"domain_scores_gemma":[0.9982671,0.0003515435,0.00004597831,0.0002411765,0.0006691224,0.0004250728],"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":[0.00005921055,0.0001385181,0.00008136267,0.00007813483,0.000001087399,0.00006775652,0.00005949583,0.00005629092,0.0005512277,0.0007187027,0.9417575,0.05643071],"study_design_scores_gemma":[0.00002727945,0.00002806723,0.0007282906,0.00003953308,0.000001443487,0.00005796911,0.00007661204,0.00009040802,0.0003899993,0.0005228265,0.9980276,0.00001007591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001911812,0.0001852894,0.002606771,0.0004956402,0.001200655,0.000595464,0.01509943,0.00842868,0.9694763],"genre_scores_gemma":[0.003565271,0.0001862675,0.001964177,0.0004172909,0.0002010718,0.0002456334,0.01039593,0.002208918,0.9808154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1759522,"threshold_uncertainty_score":0.2509744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033206707284901,"score_gpt":0.3349055996196009,"score_spread":0.2845735325467519,"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."}}