{"id":"W4408765107","doi":"10.63485/368d3-0a074","title":"What's holding up OA textbooks in Canada?","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Economics","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.003595459,0.0003345952,0.0006739824,0.004260836,0.01966996,0.01533455,0.002957639,0.003334318,0.03950471],"category_scores_gemma":[0.02332473,0.0006855534,0.0004968243,0.01246623,0.005814968,0.006483722,0.003226894,0.004742233,0.003478879],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1545202,"about_ca_system_score_gemma":0.319987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967141,"about_ca_topic_score_gemma":0.9989871,"domain_scores_codex":[0.9918573,0.0004256897,0.0002323528,0.0005977313,0.003898231,0.002988618],"domain_scores_gemma":[0.9560686,0.002042679,0.001715184,0.0004621431,0.01983134,0.01988],"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":[0.0002193542,0.0002577884,0.05609262,0.0008854854,0.00004848701,0.001224607,0.02845683,0.0002967033,0.001099577,0.05846892,0.6316601,0.2212895],"study_design_scores_gemma":[0.00004510766,0.00006501905,0.1564296,0.001271984,0.00006162505,0.0004079218,0.07102826,0.0002819514,0.0005556149,0.002626901,0.7670461,0.0001797418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2038158,0.03648085,0.0008292205,0.394275,0.003667711,0.0002384808,0.006550217,0.000395318,0.3537475],"genre_scores_gemma":[0.6988588,0.02472534,0.001713836,0.03990552,0.0005605732,0.00008557942,0.002421562,0.0004255547,0.2313032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9970424,"threshold_uncertainty_score":0.9806367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129873218568732,"score_gpt":0.2446493220191585,"score_spread":0.1833505898334712,"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."}}