{"id":"W7034015991","doi":"","title":"Student Views: HT #3","year":2013,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Term (time); Class (philosophy); Process (computing); Identification (biology); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008546155,0.0003219291,0.0005890808,0.0004412552,0.001372356,0.003843279,0.0007813918,0.00898297,0.5821749],"category_scores_gemma":[0.005360573,0.000160779,0.0007834194,0.0005679877,0.0004523678,0.0008505778,0.00107989,0.002074976,0.1619191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138128,"about_ca_system_score_gemma":0.002500402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353169,"about_ca_topic_score_gemma":0.006848806,"domain_scores_codex":[0.9991658,0.00007756733,0.00002779758,0.00008966376,0.0004110573,0.000228267],"domain_scores_gemma":[0.9977971,0.0003031362,0.0001059654,0.0001054364,0.0009573604,0.0007309007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001185739,0.00003424674,0.0003552245,0.00006190317,0.000007526469,0.0001221641,0.00004697884,0.00002518789,0.0002644437,0.0007962234,0.9886649,0.009502556],"study_design_scores_gemma":[0.00008034144,0.000071865,0.001822807,0.0001739627,0.00002046313,0.0001811441,0.0003478791,0.0001616781,0.0007784112,0.0005669387,0.9957794,0.00001495002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00570147,0.002259038,0.0004505275,0.2342587,0.1133151,0.0002822969,0.007929651,0.0006509175,0.6351522],"genre_scores_gemma":[0.02394237,0.0008865832,0.0001330571,0.0315377,0.01360568,0.00005681448,0.0008372679,0.0001589322,0.9288417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5821749,"threshold_uncertainty_score":0.5959768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016894499869005,"score_gpt":0.3858636688102854,"score_spread":0.2841742188233849,"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."}}