{"id":"W4390142649","doi":"10.18733/cpi29703","title":"CPI Welcomes the Summer 2023 Special Issue “All That Glitters is Not Gold: Culturally Responsive Online Assessment and Pedagogy in Uncertain Times” with Kim Koh, Jennifer Lock, and Cecille DePass, invited Guest Editors","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"Lock (firearm); Pedagogy; Psychology; Sociology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166656,0.0003854919,0.0004506411,0.0001003522,0.0005737098,0.0004162826,0.0003111378,0.0002567263,0.000515655],"category_scores_gemma":[0.00009215411,0.0002085229,0.0000741464,0.0006018119,0.00134632,0.0004921638,0.0003658528,0.0004665598,0.00003588334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085106,"about_ca_system_score_gemma":0.00007424508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181832,"about_ca_topic_score_gemma":0.004202182,"domain_scores_codex":[0.9971414,0.0004149111,0.0003420337,0.0006542045,0.000787581,0.0006599338],"domain_scores_gemma":[0.9987512,0.0005379072,0.0001350472,0.0001676995,0.0001266559,0.0002815312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004519378,0.0001384697,0.180511,0.00003240518,0.0001419098,0.0001497175,0.1252534,0.000008734263,0.0002912127,0.0007518838,0.6895695,0.002699815],"study_design_scores_gemma":[0.0008603339,0.0001711742,0.3409026,0.00004318848,0.00005049283,0.000007502946,0.1554776,0.0000421582,0.000007525073,0.00009817378,0.5019779,0.0003613993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237263,0.0002663983,7.614559e-7,0.07085532,0.001752386,0.0005673365,0.00004430857,0.00007300007,0.002714201],"genre_scores_gemma":[0.8935277,0.008371174,0.0003679177,0.009854505,0.03964112,0.0001281399,0.000445179,0.00005266762,0.04761156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875916,"threshold_uncertainty_score":0.8503317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3971217374120482,"score_gpt":0.5071894733987232,"score_spread":0.110067735986675,"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."}}