{"id":"W6979789653","doi":"","title":"AI in our classrooms: My ongoing exploration and teaching of AI + bonus ideas","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Closing (real estate); Event (particle physics); Sign (mathematics); Work (physics); Continuing education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009820383,0.0006097523,0.0007091917,0.00159767,0.00928168,0.01292084,0.001760618,0.002885512,0.01488109],"category_scores_gemma":[0.01808544,0.0004670355,0.0006272864,0.001302499,0.01149569,0.01266646,0.009057092,0.009293829,0.00440815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895679,"about_ca_system_score_gemma":0.005306376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177032,"about_ca_topic_score_gemma":0.003199004,"domain_scores_codex":[0.9929714,0.004135514,0.0001275485,0.0006543077,0.001356529,0.0007547311],"domain_scores_gemma":[0.9844587,0.004443197,0.0006556122,0.0006903104,0.001249451,0.008502781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084332,0.0003677534,0.003344887,0.0004688201,0.00002357862,0.0007713939,0.4782718,0.0003502965,0.001909289,0.1072078,0.2282289,0.1789471],"study_design_scores_gemma":[0.000009158844,0.00006293506,0.001032063,0.0005261191,0.000005314034,0.0006387468,0.1617427,0.000312542,0.0005425168,0.02252188,0.8125753,0.00003074889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2030435,0.06325132,0.03272131,0.471752,0.01244722,0.000278799,0.0004775965,0.0009173928,0.2151107],"genre_scores_gemma":[0.7704612,0.02665464,0.02235197,0.02737045,0.0040496,0.0005129781,0.0003056771,0.0008708037,0.1474228],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01488109,"threshold_uncertainty_score":0.05193579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009132189085585066,"score_gpt":0.2239851355625077,"score_spread":0.2148529464769227,"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."}}