{"id":"W7112509141","doi":"","title":"Journalism and Libraries: Collaborating to Build a More Equitable, Accessible, and Engaged Information Space","year":2025,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praxis; Journalism; General partnership; Field (mathematics); Event (particle physics); Space (punctuation); Citizen journalism; Transformative learning; Reflexivity","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02688319,0.0006009541,0.0007465136,0.005939797,0.0425129,0.05921491,0.003143683,0.005630412,0.007483608],"category_scores_gemma":[0.03358742,0.0007767125,0.0006570153,0.007657961,0.04583279,0.0369312,0.04459511,0.005401551,0.002068885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01638665,"about_ca_system_score_gemma":0.06490497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03289433,"about_ca_topic_score_gemma":0.04963436,"domain_scores_codex":[0.9413543,0.04537377,0.001064439,0.001973545,0.00497012,0.005263775],"domain_scores_gemma":[0.9488395,0.02409379,0.003951264,0.004011084,0.003835889,0.01526834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001083237,0.0001691248,0.008417629,0.0006399032,0.00005104243,0.00131712,0.7068843,0.0002147197,0.001124857,0.1656027,0.02675774,0.08871256],"study_design_scores_gemma":[0.00004166572,0.0001117968,0.003316516,0.0006286164,0.00003807709,0.0005750898,0.5254444,0.0001902589,0.0006819702,0.06113823,0.4077572,0.00007622397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3180645,0.01496928,0.02268006,0.1983627,0.00191789,0.000358955,0.0001471604,0.0009308612,0.4425688],"genre_scores_gemma":[0.9623918,0.003161588,0.005705072,0.008422869,0.0007090085,0.0001434215,0.00006232064,0.0002183178,0.01918565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9407851,"threshold_uncertainty_score":0.1421736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369764685991941,"score_gpt":0.2878445489807055,"score_spread":0.2641469021207861,"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."}}