{"id":"W4392204240","doi":"10.1017/9781009382229.004","title":"Move 3: Generate Options","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000231828,0.0001903346,0.000168272,0.0001501999,0.000546189,0.0001617437,0.0003859477,0.0003306989,0.00007080864],"category_scores_gemma":[0.00002152734,0.0002341144,0.0001630432,0.00001280924,0.0004142507,0.0001779061,0.00009736716,0.0005003798,0.0002979735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262623,"about_ca_system_score_gemma":0.0005336874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247461,"about_ca_topic_score_gemma":0.00008563745,"domain_scores_codex":[0.9989118,0.00007135974,0.0001076189,0.0003583404,0.000320422,0.0002304829],"domain_scores_gemma":[0.9991075,0.0001896645,0.0001204212,0.0002334133,0.0001617936,0.0001871971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009656892,0.000004665473,4.280761e-7,0.00002780508,0.00009636408,0.00006137664,0.000980329,0.000001502269,0.000003771839,0.9199249,0.07858174,0.0003074255],"study_design_scores_gemma":[0.00005672813,0.000008334214,0.000002392416,0.00007382173,0.0002193482,0.00000195941,0.001378799,0.000004507647,0.00001165703,0.0003819987,0.9976023,0.0002581534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000258224,0.0009199668,0.00001759159,0.001151716,0.001028265,0.0002186923,0.0002067248,0.0001523867,0.9962788],"genre_scores_gemma":[0.0005606691,0.0007383737,0.00009128463,0.0001612555,0.0009544427,8.150006e-7,0.00004814833,0.00002813457,0.9974169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9195429,"threshold_uncertainty_score":0.9546908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419625846835308,"score_gpt":0.2873018582735248,"score_spread":0.2131055998051717,"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."}}