{"id":"W1542865102","doi":"","title":"Who Speaks for Libraries and Librarians.","year":2013,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Library science; Media studies; Sociology; Political science; Computer science; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003755015,0.0002242117,0.0002624136,0.0003507148,0.0009920314,0.0007695932,0.0008826828,0.0003372368,0.0005260778],"category_scores_gemma":[0.00004433815,0.0002755036,0.0001506787,0.0008145252,0.001176269,0.01073227,0.0004107484,0.0002302914,0.0001125791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006347316,"about_ca_system_score_gemma":0.000440674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003437361,"about_ca_topic_score_gemma":0.00001974891,"domain_scores_codex":[0.9985765,0.00009468209,0.000126124,0.0004024782,0.0002009254,0.0005993303],"domain_scores_gemma":[0.9986587,0.000424649,0.0001063238,0.00021295,0.00003663564,0.0005607322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008228353,0.00003371306,0.01257948,0.00002181566,0.00004573441,0.0000206497,0.002026992,0.00000174281,0.00000140876,0.7910109,0.1920602,0.002115088],"study_design_scores_gemma":[0.0006002652,0.00007670453,0.0008436087,0.00003482287,0.00003509353,0.000001518256,0.02368803,0.00002806813,0.00001784399,0.01272652,0.961602,0.0003454965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04504887,0.0002256006,0.0007200864,0.005253515,0.0002803988,0.0006930831,0.0006716945,0.0006666015,0.9464402],"genre_scores_gemma":[0.3957934,0.0004398893,0.002574522,0.0007359602,0.0006525565,3.600245e-7,0.0001935263,0.00004937013,0.5995604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7782844,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425726869514903,"score_gpt":0.1781235411838265,"score_spread":0.1638662724886774,"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."}}