{"id":"W3156860806","doi":"10.29173/pathfinder45","title":"Theory and Practice","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Practice theory; Engineering ethics; Sociology; Coronavirus disease 2019 (COVID-19); Library science; Political science; Epistemology; Computer science; Medicine; Philosophy; Social science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04249477,0.001392708,0.001217072,0.005741832,0.008334485,0.02194005,0.004089827,0.007810736,0.01985701],"category_scores_gemma":[0.05183473,0.0007889866,0.001219544,0.004270762,0.06652846,0.01559662,0.009632952,0.01065823,0.006795861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01828731,"about_ca_system_score_gemma":0.0293168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007992806,"about_ca_topic_score_gemma":0.005322018,"domain_scores_codex":[0.9494023,0.03586516,0.001806711,0.003477868,0.00728871,0.002159158],"domain_scores_gemma":[0.958114,0.02874946,0.001406101,0.004482985,0.004567552,0.00267999],"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":[0.000007537631,0.00004290798,0.0003644189,0.0002560493,0.000008404866,0.00005837991,0.004368464,0.0002049268,0.00002716728,0.9631364,0.01647775,0.01504767],"study_design_scores_gemma":[0.00001841079,0.00002742049,0.000255106,0.001369139,0.000006837102,0.0001091593,0.006690199,0.000341414,0.00007387606,0.7847601,0.2063326,0.00001578144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00351404,0.01601356,0.08181169,0.2275229,0.00479237,0.0006914964,0.0001719231,0.00026496,0.6652172],"genre_scores_gemma":[0.6156955,0.03420512,0.1739539,0.08073545,0.005380028,0.004741007,0.0006565702,0.000589273,0.08404303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04249477,"threshold_uncertainty_score":0.2247365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395606614709268,"score_gpt":0.3920881588860178,"score_spread":0.3381320927389251,"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."}}