{"id":"W4230236085","doi":"10.36510/learnland.v1i1.236","title":"On Engagement","year":2007,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epistemology; Rules of engagement; Psychology; Sociology; Engineering ethics; Philosophy; Political science; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005859078,0.0008199743,0.0005710642,0.001510525,0.008269193,0.01293962,0.001346987,0.007212829,0.016952],"category_scores_gemma":[0.009461461,0.0002749135,0.0004814732,0.001530676,0.04153211,0.01577029,0.0172721,0.008192178,0.003006465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005622699,"about_ca_system_score_gemma":0.00325681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885313,"about_ca_topic_score_gemma":0.002237936,"domain_scores_codex":[0.9886239,0.007044611,0.0002289686,0.001005098,0.001590732,0.001506616],"domain_scores_gemma":[0.9951545,0.002853206,0.0003065121,0.0006080498,0.0005270852,0.0005506023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005569399,0.000006779184,0.00007714774,0.00002296662,0.000001517635,0.00004006852,0.005363438,0.00003882745,0.00002451723,0.9855123,0.004373263,0.004533512],"study_design_scores_gemma":[0.00001130003,0.0000209269,0.0001475652,0.0002915834,0.000002536407,0.0001201676,0.006457497,0.0000779624,0.00007781436,0.6801689,0.3126155,0.000008397693],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006569617,0.009748093,0.0145788,0.06677732,0.001841635,0.00005757746,0.0000426367,0.00004094001,0.9003434],"genre_scores_gemma":[0.7588193,0.01461467,0.00450098,0.03962055,0.003329814,0.0005189645,0.000140467,0.0002492989,0.178206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.016952,"threshold_uncertainty_score":0.05671012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569840873117351,"score_gpt":0.3343985012181637,"score_spread":0.3087000924869902,"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."}}