{"id":"W3127908885","doi":"","title":"OER in Philosophy","year":2019,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007809696,0.0000236247,0.00003165133,0.00004155237,0.00001009636,0.00004894251,0.0002292051,0.00001104156,0.0006741955],"category_scores_gemma":[0.000005269483,0.00002016028,0.000008820507,0.0001497743,0.000002456738,0.0002466952,0.00005859675,0.00005341208,0.004208916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008657395,"about_ca_system_score_gemma":0.00001870527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001829856,"about_ca_topic_score_gemma":0.000002160786,"domain_scores_codex":[0.9997187,0.00001347087,0.00004632378,0.00009940103,0.00005309506,0.00006896035],"domain_scores_gemma":[0.9998136,0.00001308801,0.000009045086,0.000135217,0.000008927807,0.00002010113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[3.933254e-7,0.0000258477,0.0319401,0.000002222294,6.784988e-7,5.403124e-7,0.0005522197,0.00006399144,0.0001173616,0.9627718,0.00142826,0.003096623],"study_design_scores_gemma":[0.001616888,0.0002115897,0.4514252,0.0000627019,0.000001251854,0.00001514787,0.002443229,0.08739369,0.00187892,0.04870746,0.4054469,0.0007970586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07495776,0.000004236452,0.001900858,0.004676582,0.0002967437,0.00004164609,7.499027e-9,0.00004156502,0.9180806],"genre_scores_gemma":[0.981516,9.403001e-7,0.005866858,0.0009146892,0.00001737964,0.000001280639,1.6839e-7,0.000001293146,0.01168141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9140643,"threshold_uncertainty_score":0.9965664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694647900068144,"score_gpt":0.2591435770574297,"score_spread":0.2421970980567482,"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."}}