{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02599196,0.001394315,0.0006819395,0.004335977,0.008563151,0.01111238,0.001973943,0.003237269,0.001151896],"category_scores_gemma":[0.0436069,0.001655177,0.0006188927,0.001627548,0.01343891,0.005417028,0.00994673,0.00369396,0.0006984583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004146523,"about_ca_system_score_gemma":0.007779288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002432174,"about_ca_topic_score_gemma":0.004971816,"domain_scores_codex":[0.9159248,0.06251936,0.004463913,0.004158554,0.008500217,0.004433234],"domain_scores_gemma":[0.9455295,0.02839312,0.007102905,0.006091502,0.006658209,0.006224757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003055774,0.0002167083,0.06573226,0.0003955759,0.00003105064,0.001927393,0.8336889,0.0003254724,0.00909387,0.01796476,0.001621345,0.06869718],"study_design_scores_gemma":[0.0001543813,0.000620849,0.02918746,0.001133738,0.0001388284,0.01176174,0.7584344,0.003409946,0.009331307,0.01788903,0.1676052,0.0003331435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269617,0.001569333,0.03532475,0.002720813,0.0001322841,0.0001509155,0.00002352217,0.0002267237,0.03289004],"genre_scores_gemma":[0.9773717,0.0004634253,0.01519222,0.0003932018,0.00001681968,0.0001237778,0.00002637427,0.00006603534,0.006346575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02599196,"threshold_uncertainty_score":0.1374603,"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."}}