{"id":"W2804528069","doi":"","title":"Aligning the transition from tenure-track to tenured with a model","year":2018,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Conceptual model; Work (physics); Track (disk drive); Focus (optics); Ethnography; Public relations; Decision model; Land tenure; Sociology; Positive economics; Labour economics; Business; Political science; Social psychology; Psychology; Computer science; Economics; History; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001671396,0.00008961281,0.0001136461,0.00002516387,0.001912443,0.00009052273,0.0006444937,0.00005864999,0.00004234381],"category_scores_gemma":[0.0004231038,0.00004993444,0.0001031265,0.000254202,0.0005300589,0.0001904051,0.00001669691,0.0001183315,0.000003278504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020904,"about_ca_system_score_gemma":0.003182514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4904643,"about_ca_topic_score_gemma":0.8429425,"domain_scores_codex":[0.998798,0.0002014454,0.0001878101,0.0001714842,0.0004518994,0.0001894101],"domain_scores_gemma":[0.9981474,0.000334206,0.0002780022,0.0004051487,0.0007456333,0.00008959571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005082233,0.0002150822,0.0009190639,0.000008331018,0.0002553605,8.302436e-9,0.9475809,0.0007717229,0.000490146,0.007308035,0.03656561,0.00583495],"study_design_scores_gemma":[0.0007704454,0.0006224606,0.02637456,0.000195096,0.0009099288,4.31554e-7,0.9261826,0.01094032,0.0005460465,0.01137068,0.0217737,0.0003137321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878721,0.00004241978,0.001836014,0.1040454,0.0006707063,0.00249791,0.00006526669,0.00001367283,0.002956525],"genre_scores_gemma":[0.9957687,0.000004121096,0.001968505,0.001001154,0.0002691986,0.0001139933,0.000004421142,0.000009409831,0.0008605602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524782,"threshold_uncertainty_score":0.9993869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294069714451332,"score_gpt":0.3918767978886201,"score_spread":0.2624698264434868,"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."}}