{"id":"W4399403231","doi":"10.1016/j.acalib.2024.102905","title":"Creative write-ins at academic libraries: Fostering virtual and in-person space for writers and the potential for multi-directional learning","year":2024,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Virtual space; Space (punctuation); Sociology; Launched; Academic library; Creative brief; Work (physics); Learning community; Computer science; Creativity; Pedagogy; Mathematics education; Library science; Psychology; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004069915,0.0001201085,0.0001896516,0.0001326209,0.0008585933,0.0002422681,0.0002719131,0.0001788989,0.00004355121],"category_scores_gemma":[0.0008442767,0.00007571088,0.00008166956,0.0002006857,0.0003982689,0.001628562,0.00009351823,0.001282773,0.000001175249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009357175,"about_ca_system_score_gemma":0.000245183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005898404,"about_ca_topic_score_gemma":0.00001017344,"domain_scores_codex":[0.9983336,0.0006792791,0.0003378483,0.0001480795,0.0002432745,0.0002579076],"domain_scores_gemma":[0.9959404,0.003646218,0.0002185072,0.00004777615,0.00003653521,0.0001105778],"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":[0.006976251,0.00004882618,0.006637502,0.0002528877,0.0005687985,0.000008984199,0.7025124,0.001759569,0.003378239,0.2116361,0.02633656,0.0398839],"study_design_scores_gemma":[0.008143259,0.0005619112,0.01807823,0.001197077,0.0006611015,0.0002144618,0.4493676,0.02017433,0.0005397811,0.02540765,0.475017,0.0006376525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7792155,0.02394404,0.02508939,0.1653042,0.002727635,0.0015576,0.00003123235,0.00008635747,0.002044011],"genre_scores_gemma":[0.9830179,0.005706015,0.001508772,0.0005482743,0.001489638,0.00003288747,0.0000023072,0.00002634618,0.007667928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486804,"threshold_uncertainty_score":0.6603692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223569892247655,"score_gpt":0.3665346638163209,"score_spread":0.2441776745915554,"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."}}