{"id":"W3020956984","doi":"","title":"SFU Open Access Policy Report 2020","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Association of Research Libraries; Association of Research Libraries","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.001539447,0.0002423344,0.0004789206,0.0005423691,0.000419177,0.004884923,0.01826001,0.0002386604,0.002239048],"category_scores_gemma":[0.006754648,0.0002196552,0.000169815,0.007095071,0.0001588664,0.01198876,0.008073575,0.0006169516,0.0008335187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497688,"about_ca_system_score_gemma":0.0008103231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381941,"about_ca_topic_score_gemma":0.008167136,"domain_scores_codex":[0.9961467,0.0003005843,0.0005626838,0.001182965,0.001342192,0.0004648661],"domain_scores_gemma":[0.9968929,0.0004604489,0.0005286266,0.0009470737,0.0004116326,0.0007593582],"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":[0.00006825403,0.00001819769,0.4099543,0.000002322296,0.00001839809,0.0008922174,0.00002873878,0.00006805412,0.00000145927,0.001819456,0.5813802,0.005748336],"study_design_scores_gemma":[0.0006575941,0.00003142333,0.006299383,0.00001217661,0.00002040376,8.831788e-8,0.006516841,0.0002827219,0.0002790238,0.002385814,0.983209,0.0003055834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.253281,0.00007860539,0.004246624,0.1239453,0.0007198452,0.0006992896,0.0001266115,0.0002803578,0.6166224],"genre_scores_gemma":[0.9430597,0.00006483954,0.0002607915,0.008003942,0.0006268776,0.000001045563,0.00003926537,0.0000250839,0.04791839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6897788,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142405682374908,"score_gpt":0.3876270670493694,"score_spread":0.2733864988118786,"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."}}