{"id":"W4404316752","doi":"10.22329/jtl.v18i2.9187","title":"Equity, Technology, and Teaching","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Equity (law); Business; Financial economics; Computer science; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00689265,0.0003284527,0.0005684661,0.001466283,0.00608664,0.01649685,0.001518509,0.004714922,0.0146527],"category_scores_gemma":[0.02418483,0.000172613,0.000444977,0.002238057,0.01418633,0.01417797,0.008657652,0.007825368,0.0008643529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005822855,"about_ca_system_score_gemma":0.008662295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686538,"about_ca_topic_score_gemma":0.01081321,"domain_scores_codex":[0.99292,0.002444421,0.0004097101,0.0004276582,0.002379688,0.001418544],"domain_scores_gemma":[0.9855245,0.009815459,0.0009214797,0.0006530604,0.001034627,0.002050884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001586512,0.0001020341,0.003790269,0.0002543207,0.00001782199,0.0001029265,0.009301348,0.0001967406,0.00008439206,0.6371427,0.1477544,0.2012372],"study_design_scores_gemma":[0.00000628005,0.00003440181,0.002531487,0.0008731831,0.00000923141,0.0001498099,0.009809815,0.0001121756,0.0002086405,0.1764917,0.8097488,0.00002447976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009324242,0.07606224,0.002213876,0.7535881,0.03259661,0.00002132038,0.00004742161,0.00004276552,0.1261034],"genre_scores_gemma":[0.4755695,0.1306146,0.00242078,0.1876663,0.1308351,0.00009331857,0.0001399223,0.000239063,0.07242152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01649685,"threshold_uncertainty_score":0.04901814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042430366195915,"score_gpt":0.3742441897272109,"score_spread":0.3538198860652517,"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."}}