{"id":"W203748428","doi":"10.1007/978-1-4614-3549-5_7","title":"Repeating Patterns: Cars and Colours","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus (optics); Mathematics education; Computer science; Psychology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819626,0.0007951054,0.0002882278,0.0007582942,0.001555995,0.004603181,0.001051274,0.001140207,0.03199096],"category_scores_gemma":[0.0009819256,0.0003724406,0.0004094525,0.001333616,0.003885918,0.004843072,0.001116807,0.001754513,0.005804714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369676,"about_ca_system_score_gemma":0.001070646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009130839,"about_ca_topic_score_gemma":0.01833066,"domain_scores_codex":[0.9997873,0.00005338313,0.000007307887,0.00005416456,0.00007068502,0.00002722703],"domain_scores_gemma":[0.9998288,0.00006967771,0.000008387164,0.00003803719,0.00003724248,0.00001792828],"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":[0.00001757302,0.00001645197,0.0001573439,0.000129433,0.000005689661,0.00009352238,0.004288679,0.0007322557,0.0005436128,0.8108932,0.05890867,0.1242136],"study_design_scores_gemma":[0.00000399092,0.00001073043,0.0003104547,0.0001575691,0.00000466791,0.0002417939,0.001885272,0.0007975163,0.0003616457,0.1737639,0.8224475,0.00001475661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004106073,0.0105901,0.02856295,0.001823664,0.000880539,0.00004603625,0.00008660748,0.0002272578,0.9536769],"genre_scores_gemma":[0.1080968,0.01253963,0.02833971,0.000792802,0.0004225673,0.0001045183,0.0002014193,0.0005558867,0.8489468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03199096,"threshold_uncertainty_score":0.1070204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359236199547721,"score_gpt":0.3171748196124233,"score_spread":0.2812511996576512,"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."}}