{"id":"W2264071420","doi":"10.29173/mruer320","title":"Creativity inspires exploration","year":2015,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hatred; Creativity; Subject (documents); Mathematics education; Psychology; Jigsaw; Computer science; Social psychology; Political science; Library 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012997,0.000250102,0.0004148813,0.0001064894,0.0001062044,0.00008202669,0.0002283114,0.00006961919,0.0005104014],"category_scores_gemma":[0.001976119,0.0002181094,0.00009447474,0.0003707592,0.00004774822,0.0002501495,0.00004083017,0.0001555248,0.0007179473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208772,"about_ca_system_score_gemma":0.001256104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050779,"about_ca_topic_score_gemma":0.00007426574,"domain_scores_codex":[0.9980689,0.0003057671,0.0006334622,0.000312615,0.0004515404,0.000227679],"domain_scores_gemma":[0.9978517,0.0002275205,0.0003887551,0.0006283473,0.0006203669,0.0002832653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003252411,0.0006335145,0.0001693431,0.002826295,0.00001657727,3.719543e-7,0.0006626331,0.000002435182,0.0000031211,0.4196835,0.5643852,0.01161382],"study_design_scores_gemma":[0.0002243948,0.00004343747,0.0000569404,0.001489273,0.0001100938,0.000009436241,0.0003782539,0.0001089376,0.00005202179,0.5835139,0.4137258,0.0002875671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03227042,0.1230614,0.03582941,0.2786239,0.008046922,0.007510412,0.0000335179,0.001486701,0.5131373],"genre_scores_gemma":[0.6488386,0.04105693,0.05489353,0.01809064,0.002432934,0.003479017,0.0008144532,0.0003486798,0.2300452],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6165682,"threshold_uncertainty_score":0.9227999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2317038106547306,"score_gpt":0.4360450036065611,"score_spread":0.2043411929518305,"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."}}