{"id":"W4414486439","doi":"10.29173/css278","title":"Current Concerns: In What Should Students Take Pride?","year":2001,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Social studies; Higher education; Teaching method; Research methodology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002162523,0.0001028096,0.000192742,0.0001379915,0.0004041498,0.00005612438,0.0003193928,0.00007556831,0.0008588643],"category_scores_gemma":[0.00005557914,0.0001147884,0.00004022606,0.0003002364,0.0001429228,0.00008777835,0.00004711281,0.0002538764,0.0002394505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524053,"about_ca_system_score_gemma":0.0002510605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04323475,"about_ca_topic_score_gemma":0.7297438,"domain_scores_codex":[0.998911,0.0001460608,0.0002518176,0.0001876102,0.0001420667,0.0003615036],"domain_scores_gemma":[0.9993222,0.0000766645,0.00006455168,0.0002192351,0.0001408657,0.0001764311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007868062,0.00008198502,0.5549997,0.00001429693,0.00006851614,0.000009560662,0.1326808,1.240156e-7,1.403192e-7,0.01176525,0.1447995,0.1555722],"study_design_scores_gemma":[0.0001909217,0.000006134489,0.3388574,0.00002789019,0.000004083568,6.039891e-7,0.1184652,8.108065e-8,5.332576e-8,0.0003071589,0.542069,0.00007150133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6750783,0.1670182,0.000001862964,0.1158161,0.009195672,0.0008536495,0.00003343396,0.00007621844,0.03192663],"genre_scores_gemma":[0.9803822,0.01217356,0.000005832041,0.004802651,0.000568887,0.0002249561,0.00001465196,0.00001388627,0.00181335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6865091,"threshold_uncertainty_score":0.9631364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3889239764911674,"score_gpt":0.5616272710237397,"score_spread":0.1727032945325723,"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."}}