{"id":"W6986708165","doi":"","title":"Quarterly adoption survey: quarter 4 2011-12 (Jan to Mar 2012) to quarter 2 2012-13 (July to Sept 2012)","year":2013,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Trend analysis; Data collection; Statistical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005492769,0.001664892,0.001452463,0.006062471,0.0005536377,0.0006257307,0.002324569,0.0006807768,0.01219811],"category_scores_gemma":[0.000104255,0.002073937,0.0006285725,0.002118701,0.0002787164,0.002800829,0.0005311918,0.000916615,0.2515592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102072,"about_ca_system_score_gemma":0.00102217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005394061,"about_ca_topic_score_gemma":0.02242792,"domain_scores_codex":[0.9921708,0.00100401,0.000799379,0.002622144,0.001461855,0.001941822],"domain_scores_gemma":[0.9924372,0.0004331596,0.000785711,0.00265224,0.000589552,0.003102131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009876373,0.001111643,0.0006106954,0.0000929922,0.0003320569,0.00002827822,0.005737373,0.00002808551,0.00007710799,0.0005397039,0.9826753,0.007779189],"study_design_scores_gemma":[0.001261156,0.001286801,0.03446492,0.0004036992,0.0001458416,0.0000283981,0.01044582,0.00004874071,0.000001620403,0.00008130237,0.9495731,0.002258603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01784941,0.0002645107,0.01251189,0.006188937,0.0022596,0.01123935,0.06646442,0.001532308,0.8816895],"genre_scores_gemma":[0.005275204,0.000007343443,0.002587826,0.001734465,0.001026444,0.0001345528,0.008174269,0.001342686,0.9797172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.239361,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007871508901395074,"score_gpt":0.2086173351930783,"score_spread":0.2007458262916832,"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."}}