{"id":"W4411957527","doi":"10.59236/td2014vol7iss31195","title":"Desks in Rows","year":2014,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Row; Computer science; Database","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":[0.004320224,0.0003612581,0.000317023,0.0005082287,0.008949708,0.004984064,0.001236682,0.001623756,0.02709311],"category_scores_gemma":[0.01278067,0.0002852225,0.0003599371,0.0007262186,0.01151422,0.005701819,0.008612546,0.004781987,0.004463095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003903249,"about_ca_system_score_gemma":0.004700462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765431,"about_ca_topic_score_gemma":0.008705297,"domain_scores_codex":[0.9904336,0.006035961,0.00031205,0.0008984897,0.001291405,0.001028423],"domain_scores_gemma":[0.9928195,0.001879311,0.0007609713,0.001201453,0.001185396,0.002153342],"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":[0.0001598579,0.0002163559,0.007445408,0.0002992161,0.0000173023,0.0008573839,0.2847123,0.0005289995,0.005365855,0.4596364,0.1033948,0.1373663],"study_design_scores_gemma":[0.00001102739,0.0001285595,0.002497938,0.0002309221,0.000005389008,0.0004701264,0.1097134,0.0004354398,0.001412278,0.03354941,0.851512,0.00003350027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3071131,0.001530527,0.04989037,0.07080305,0.002964968,0.0001479251,0.0001745277,0.001119539,0.5662559],"genre_scores_gemma":[0.868768,0.0005465058,0.009936422,0.004278457,0.0002163901,0.00006466031,0.00008410274,0.0003532296,0.1157522],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02709311,"threshold_uncertainty_score":0.09063548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285928555958356,"score_gpt":0.3138184963010207,"score_spread":0.2909592107414372,"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."}}