{"id":"W4299326305","doi":"","title":"Unconventional Roles and Activities Identified by Instructional Designers","year":2010,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.00008675844,0.0001033445,0.00008018352,0.0001612327,0.0001407879,0.00007169862,0.0001024988,0.00007533939,0.0005690948],"category_scores_gemma":[0.00002057665,0.0001322914,0.00003091745,0.0001832306,0.00009833068,0.0005683572,0.00001720394,0.0002135591,0.00002230092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675532,"about_ca_system_score_gemma":0.00004878034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001693147,"about_ca_topic_score_gemma":0.000106446,"domain_scores_codex":[0.9994941,0.00003120567,0.00007680117,0.0001424616,0.0001225211,0.0001329151],"domain_scores_gemma":[0.9996161,0.0001201511,0.00003083888,0.0001031456,0.00003299093,0.00009670091],"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":[0.0003314695,0.0002726148,0.00479568,0.0001952128,0.0006401788,0.00009169358,0.002219092,0.001222583,0.3560801,0.3895553,0.2228251,0.02177098],"study_design_scores_gemma":[0.0006247486,0.00001405154,0.002711395,0.000007870924,0.00004893775,0.00005786244,0.002790562,0.0007685678,0.005848316,0.0009714292,0.9858229,0.0003333635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280519,0.00007568542,0.0069232,0.000218318,0.001071664,0.00008364686,0.00003588217,0.0002206054,0.06331903],"genre_scores_gemma":[0.989215,0.00005964321,0.001633057,0.00003086837,0.00005781576,8.847868e-7,0.00003158916,0.00001449285,0.008956677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7629978,"threshold_uncertainty_score":0.623119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003211196240448647,"score_gpt":0.1666489301544891,"score_spread":0.1634377339140405,"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."}}