{"id":"W4408372089","doi":"10.5771/9781610484282-1","title":"PART 1. A NEW LEARNING AND TEACHING MODEL","year":2011,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004407473,0.00046385,0.0005655512,0.0002458888,0.004690026,0.0003172646,0.0001994438,0.0005740016,0.0003382935],"category_scores_gemma":[0.001359937,0.0004323021,0.0001324521,0.00001596323,0.0002292351,0.0003179324,0.0002082979,0.01095405,0.0000524537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007186687,"about_ca_system_score_gemma":0.0004291424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843664,"about_ca_topic_score_gemma":0.0002149845,"domain_scores_codex":[0.9969462,0.0008758216,0.0003893638,0.0007187312,0.0004499788,0.0006199182],"domain_scores_gemma":[0.9984865,0.0005017461,0.0003979508,0.0001511427,0.00003722131,0.0004254502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001423586,0.000009111728,0.0005020842,0.00003721853,0.00006086885,0.00001364953,0.03073066,0.0003326326,0.000009256257,0.2642184,0.0007715685,0.7033003],"study_design_scores_gemma":[0.0002337316,0.0001065531,0.000009382438,0.0005304748,0.0001223701,0.0000107442,0.003356508,0.002105131,2.267082e-7,0.009725485,0.9832079,0.0005915359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002693823,0.001555103,0.002086777,0.0008992418,0.0001705563,0.0001719118,0.000001226835,0.0005895679,0.9918318],"genre_scores_gemma":[0.05252026,0.001137949,0.009103819,0.0001004991,0.001595878,0.000002650475,0.00002191088,0.0001221747,0.9353949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9824363,"threshold_uncertainty_score":0.9998129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854069768533695,"score_gpt":0.3062065932156349,"score_spread":0.267665895530298,"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."}}