{"id":"W3161730299","doi":"","title":"A Comparative Analysis of Undergraduate Thesis Courses in Canadian and Argentine Univers","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"","keywords":"Quality (philosophy); Mathematics education; Political science; Action research; Pedagogy; Sociology; Library science; Psychology; Computer science; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006858318,0.00004516133,0.0001278442,0.00006351854,0.0001208107,0.00002514263,0.000142819,0.00001503693,0.00004221679],"category_scores_gemma":[0.00008175279,0.0000189269,0.00004579765,0.0009212786,0.00004982525,0.0000905323,0.00001025306,0.000332168,0.000001378787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183315,"about_ca_system_score_gemma":0.0006701534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06751966,"about_ca_topic_score_gemma":0.8228168,"domain_scores_codex":[0.9988425,0.00008325369,0.00009822636,0.00009772262,0.0001527402,0.000725549],"domain_scores_gemma":[0.9995791,0.000102298,0.00004775072,0.00001135534,0.00004053479,0.00021897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005160393,0.0000644532,0.8546553,0.000002061213,0.0004820479,0.000004494915,0.001488534,0.0002927462,0.01653809,0.1142651,0.0001033897,0.01205216],"study_design_scores_gemma":[0.0001640274,0.0004198018,0.9447535,0.000009108011,0.0001004355,0.000009429122,0.0235125,0.00468379,0.0001292223,0.02361733,0.00244889,0.0001520073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690427,0.0003411126,0.000005067707,0.03027354,0.000005432867,0.00003092001,0.000006639213,0.000001871485,0.0002927569],"genre_scores_gemma":[0.9990948,0.0006985854,0.000006279652,0.0000882935,0.0000214614,3.978868e-7,0.000005532825,1.551216e-7,0.00008445721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7552972,"threshold_uncertainty_score":0.9386898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712333417881071,"score_gpt":0.2915497301705064,"score_spread":0.2544263959916957,"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."}}