{"id":"W1519639286","doi":"10.11575/prism/34775","title":"Open Access in Canada: a strong beginning","year":2010,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002179668,0.00009663983,0.0001956182,0.0001031569,0.001323847,0.001523776,0.002711823,0.00004564206,0.0004644882],"category_scores_gemma":[0.00003831056,0.0001161999,0.00004191994,0.0001061017,0.0001284074,0.004516083,0.001543059,0.0004370013,0.000002347416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945816,"about_ca_system_score_gemma":0.001175241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9618773,"about_ca_topic_score_gemma":0.9903343,"domain_scores_codex":[0.9992079,0.00007416143,0.0001446253,0.0001969221,0.0002024699,0.0001738876],"domain_scores_gemma":[0.9991018,0.00005772201,0.000201279,0.0004214425,0.0001432284,0.0000745687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004675687,0.0008185392,0.2720444,0.000197745,0.0004277279,0.0004122609,0.2131267,0.0002805784,0.01229578,0.2254028,0.2508844,0.02364138],"study_design_scores_gemma":[0.0009730494,0.00006935423,0.15747,0.00009964361,0.0000339218,0.00001221824,0.0632935,0.0009465864,0.0002445856,0.0002172371,0.7761943,0.0004455723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123205,0.00004489098,0.000008388004,0.0007894486,0.0004134229,0.00010553,0.000009815495,0.00002474896,0.1862832],"genre_scores_gemma":[0.9894725,0.000007694222,0.0002344351,0.00004645093,0.00007418953,6.333638e-7,0.00001944031,0.000008055702,0.01013661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5253099,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583221319855257,"score_gpt":0.2416640167350323,"score_spread":0.1958318035364797,"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."}}