{"id":"W7110537273","doi":"","title":"Charting Our Sustainable Future: Librarian Philosophies to Discover Meaning in What We Do","year":2023,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Meaning (existential); Action (physics); Transparency (behavior); Lifelong learning; Reflection (computer programming); Professional development; Community of practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02939848,0.0007360206,0.0006494271,0.004000531,0.01397364,0.0283544,0.002873917,0.01142433,0.01324892],"category_scores_gemma":[0.03285901,0.0008520879,0.001040983,0.004628288,0.06392031,0.0509499,0.01397584,0.01807939,0.00587331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01268573,"about_ca_system_score_gemma":0.0171573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00492082,"about_ca_topic_score_gemma":0.00432078,"domain_scores_codex":[0.9738705,0.01658025,0.001375634,0.001585991,0.005057046,0.001530526],"domain_scores_gemma":[0.9693792,0.01649215,0.00166097,0.002387379,0.007119122,0.002961202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001348848,0.000038969,0.0004065704,0.0002164642,0.000006448851,0.00009210814,0.04381516,0.0001422358,0.000127936,0.8557763,0.07649909,0.02286517],"study_design_scores_gemma":[0.00001270378,0.00001999395,0.0002843917,0.0008112626,0.000007037715,0.0001939555,0.02533918,0.0002666097,0.0001721252,0.331111,0.6417384,0.00004325982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005916338,0.01938116,0.05193173,0.6746633,0.004920599,0.0003460454,0.0001368609,0.0007102473,0.2419937],"genre_scores_gemma":[0.4288658,0.03889215,0.142915,0.2532639,0.00636362,0.001499187,0.0003699602,0.001269329,0.1265611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02939848,"threshold_uncertainty_score":0.1554759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864604232261872,"score_gpt":0.2136918887756349,"score_spread":0.1950458464530162,"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."}}