{"id":"W4403433433","doi":"10.1002/pra2.1080","title":"“You need to step back when you're contract faculty”: Information Practices and Care in Casual Academic Work","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Casual; Work (physics); Medical education; Business; Public relations; Psychology; Sociology; Medicine; Political science; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01121164,0.0002632611,0.0004070138,0.001305792,0.01397224,0.009713727,0.001850191,0.001927344,0.004622767],"category_scores_gemma":[0.04187352,0.0003422954,0.0002773312,0.001301942,0.02035494,0.00579645,0.009030382,0.003186788,0.0006202077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004510574,"about_ca_system_score_gemma":0.008750073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069546,"about_ca_topic_score_gemma":0.009088124,"domain_scores_codex":[0.9834331,0.01190412,0.0006393602,0.0005789539,0.001869543,0.001574875],"domain_scores_gemma":[0.9692673,0.01754651,0.004227994,0.001694384,0.001972938,0.005290884],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004681356,0.00007966567,0.01246521,0.000103654,0.0000073667,0.0007615245,0.9567416,0.00005719435,0.0003120533,0.006287843,0.002741023,0.02039604],"study_design_scores_gemma":[0.000003744819,0.00004309182,0.002934116,0.000137347,0.00000290777,0.0004384969,0.9818365,0.00008164914,0.0001114818,0.002067161,0.01232924,0.00001422391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563975,0.001249559,0.005564498,0.01784892,0.000162934,0.00005313348,0.00004302581,0.00006310709,0.01861741],"genre_scores_gemma":[0.996842,0.0003354753,0.0005867689,0.0009869101,0.00002404676,0.00001517199,0.00001256132,0.00001480943,0.001182417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9887884,"threshold_uncertainty_score":0.05929351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050585296792737,"score_gpt":0.3861448776639587,"score_spread":0.3556390246960314,"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."}}