{"id":"W6974199845","doi":"10.60082/2817-5069.2652","title":"Compendium: Recent Graduate Student Dissertation and Thesis Abstracts","year":2008,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Graduate students; Postgraduate research; Graduate research; Doctoral dissertation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005285936,0.0001072563,0.0001568354,0.00003333571,0.002317123,0.0001658815,0.0001288611,0.00004131064,0.0001051865],"category_scores_gemma":[0.00007119003,0.0000875075,0.00005150749,0.0000772967,0.0002347106,0.0003507898,0.00002571146,0.0001801211,0.00004073459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004208874,"about_ca_system_score_gemma":0.00005375191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01153345,"about_ca_topic_score_gemma":0.114957,"domain_scores_codex":[0.9986677,0.0001454773,0.0002455015,0.0001212497,0.0005139485,0.0003061616],"domain_scores_gemma":[0.9992995,0.0001108372,0.0001473606,0.00007251916,0.0001229067,0.0002468817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001894907,0.0009403107,0.1427675,0.00002741222,0.0004136904,0.0005756845,0.4643793,0.00008636945,0.0003719854,0.3294876,0.004069939,0.05669086],"study_design_scores_gemma":[0.0007386246,0.0001322398,0.9187587,0.00005219368,0.00005303949,0.0001637617,0.0495314,0.000001945997,0.0002340535,0.01895524,0.01110027,0.000278484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469676,0.0004302647,0.00001129473,0.002432472,0.0001966616,0.00007395493,0.000001321391,0.00002084621,0.3498655],"genre_scores_gemma":[0.993015,0.005866068,0.0002038828,0.0002669724,0.0002190628,0.000002257199,0.000001217455,0.000008145505,0.0004174048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7759913,"threshold_uncertainty_score":0.9989817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09629714852979583,"score_gpt":0.3664011762015585,"score_spread":0.2701040276717627,"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."}}