{"id":"W2474236536","doi":"","title":"Being an Instructional Designer: A Job Requiring Innovation and Trust.","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Instructional design; Knowledge management; Psychology; Job analysis; Job design; Computer science; Mathematics education; Job satisfaction; Job performance; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.001024435,0.00005497383,0.0001137203,0.0008932513,0.0004766382,0.00007210021,0.00008142807,0.000151049,0.00001510614],"category_scores_gemma":[0.001215674,0.00005639225,0.000008633448,0.0006217218,0.0003157305,0.0002902113,0.00000938287,0.0004981615,8.361496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008008112,"about_ca_system_score_gemma":0.001561338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060398,"about_ca_topic_score_gemma":0.006916951,"domain_scores_codex":[0.9993172,0.0001010999,0.0001824421,0.00008924143,0.0001057073,0.0002043022],"domain_scores_gemma":[0.9992272,0.00002483183,0.0001409372,0.00003221952,0.000323789,0.0002510259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005531931,0.000002428911,0.5323783,0.000002837258,0.00001250294,0.00005091081,0.001997042,0.00003084626,0.0001790799,0.1161206,0.00005204964,0.3491678],"study_design_scores_gemma":[0.0009356206,0.0007538964,0.003627955,0.0001041397,0.00003241294,0.0008206965,0.08599206,0.0002366993,0.0001062122,0.04884994,0.8582783,0.0002621039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924149,0.0003322889,0.000246982,0.004458607,0.0001371818,0.00002326436,2.035893e-7,0.00002473076,0.002361845],"genre_scores_gemma":[0.9934593,0.00003227334,0.006011669,0.0000147304,0.0002175841,4.241061e-7,6.816784e-7,0.000006405159,0.0002569465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8582262,"threshold_uncertainty_score":0.3859821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527731499984536,"score_gpt":0.2969416383740272,"score_spread":0.2716643233741818,"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."}}