{"id":"W4406018944","doi":"10.5931/djim.v18i1.12314","title":"The right to read in a censored world: The position of young people, educators, and librarians in protecting intellectual freedom","year":2024,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Position (finance); Intellectual freedom; Political science; Freedom of information; Sociology; Public relations; Psychology; Law; Business; Censorship","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066404,0.00008990925,0.0001372545,0.0004746153,0.0003975742,0.0003743658,0.000432082,0.00002660158,0.0000378769],"category_scores_gemma":[0.00008991745,0.00005261367,0.0000581213,0.001358106,0.0002063954,0.0008462447,0.0003143635,0.0002791946,0.000003160821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009269995,"about_ca_system_score_gemma":0.0001341793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001517394,"about_ca_topic_score_gemma":0.01383124,"domain_scores_codex":[0.998531,0.000275362,0.0004959193,0.000151713,0.0003375608,0.0002084818],"domain_scores_gemma":[0.9992875,0.0003671324,0.0001378371,0.0001155079,0.00002969314,0.00006227566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005816164,0.0003539805,0.006905388,0.0001820346,0.0001264573,0.0003310127,0.8257135,0.000578151,0.0002899562,0.0975541,0.01586566,0.05151814],"study_design_scores_gemma":[0.0006170113,0.001202521,0.09583456,0.00325644,0.00007903481,0.0001175636,0.8426892,0.002388272,0.0004696099,0.03208284,0.02083208,0.0004309029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999949,0.000390435,0.0005592642,0.06005077,0.001301968,0.000837667,0.000003400065,0.00001812999,0.03684353],"genre_scores_gemma":[0.9977031,0.00008997918,0.0003920432,0.00005126022,0.0002106324,0.00001495826,7.481316e-7,0.000007037574,0.001530288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09770822,"threshold_uncertainty_score":0.7718155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055885163534476,"score_gpt":0.2994811691642143,"score_spread":0.2889223175288695,"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."}}