{"id":"W3009224416","doi":"10.5703/1288284317179","title":"Let’s Give Them Something to Talk About… Textbook Affordability and OER","year":2020,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Open educational resources; Library science; Computer science; Media studies; World Wide Web; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.006502107,0.0008766096,0.0008201349,0.001141625,0.015854,0.01586351,0.001315865,0.01060589,0.01696452],"category_scores_gemma":[0.02390781,0.0005404488,0.0007652763,0.001169746,0.008638112,0.01574987,0.008507642,0.02136173,0.005671521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003457758,"about_ca_system_score_gemma":0.002737309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003678699,"about_ca_topic_score_gemma":0.01000385,"domain_scores_codex":[0.993349,0.00314668,0.0002105323,0.0005132593,0.001577265,0.001203139],"domain_scores_gemma":[0.9857032,0.005471761,0.0008828158,0.000531219,0.003698488,0.003712602],"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":[0.00006614944,0.0001360427,0.002338072,0.0002241934,0.00003137354,0.001248165,0.111172,0.0001022772,0.001063712,0.06321141,0.7812707,0.03913589],"study_design_scores_gemma":[0.000003966439,0.00002369717,0.000318647,0.0001243813,0.000006439725,0.0003225881,0.05696691,0.00003111948,0.0001456658,0.003378973,0.9386477,0.00002989636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01483181,0.006216009,0.004777913,0.8689798,0.03213465,0.00006692482,0.00005769198,0.0001422498,0.07279303],"genre_scores_gemma":[0.1934727,0.008067352,0.007411502,0.5756536,0.01721394,0.0001659281,0.0001111158,0.000591207,0.1973127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986841,"threshold_uncertainty_score":0.05675197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688851546573273,"score_gpt":0.2722213638607075,"score_spread":0.2353328483949748,"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."}}