{"id":"W3176975580","doi":"10.7202/1078522ar","title":"Sibbald, T. M., & Handford, V. (Eds.). (2020). Beyond the Academic Gateway: Looking Back on the Tenure-Track Journey","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gateway (web page); Track (disk drive); Sociology; Media studies; Political science; Telecommunications; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004353332,0.001205876,0.001231066,0.004032983,0.004298171,0.01481668,0.002441166,0.007307685,0.03117711],"category_scores_gemma":[0.007800085,0.00106931,0.0007108373,0.009303699,0.003980581,0.01474738,0.002978072,0.007195354,0.03176122],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096999,"about_ca_system_score_gemma":0.02871544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0973119,"about_ca_topic_score_gemma":0.1979336,"domain_scores_codex":[0.9968291,0.0006096698,0.0001889518,0.0002776183,0.00167191,0.000422675],"domain_scores_gemma":[0.9933732,0.002333091,0.0004420187,0.0001652471,0.001953903,0.001732578],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001493729,0.000007723778,0.0003345074,0.0004214905,0.000004390907,0.00003756804,0.0006264592,0.00005518796,0.00005375833,0.007837824,0.8542456,0.1363605],"study_design_scores_gemma":[0.000003596433,0.000006023196,0.0004839266,0.00115932,0.000006136062,0.00008200445,0.001274608,0.00003722301,0.00006410268,0.004517639,0.9923506,0.00001467933],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003174364,0.8098587,0.001217032,0.1515581,0.007818425,0.00001819949,0.0002494904,0.00008524217,0.02887728],"genre_scores_gemma":[0.00497899,0.9285918,0.00233133,0.007878801,0.001888104,0.00003424787,0.0003372629,0.00009904018,0.05386047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956467,"threshold_uncertainty_score":0.193491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933198211459443,"score_gpt":0.3245137301401283,"score_spread":0.2851817480255339,"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."}}