{"id":"W2209052249","doi":"10.21432/t2hw44","title":"Being an Instructional Designer: A Job requiring Innovation and Trust | Être conseiller ou conseillère pédagogique, un travail d’innovation et de confiance","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Instructional design; Context (archaeology); Knowledge management; The Internet; Key (lock); Computer science; Psychology; Engineering management; Pedagogy; World Wide Web; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354307,0.0001147599,0.0001770754,0.001294728,0.0003207299,0.000227578,0.000217372,0.0001812113,0.0000133111],"category_scores_gemma":[0.001033722,0.0001214092,0.00001070901,0.001270457,0.0002347536,0.0005579813,0.00002703696,0.0007797334,0.000001715273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145774,"about_ca_system_score_gemma":0.002373779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002413771,"about_ca_topic_score_gemma":0.0003838835,"domain_scores_codex":[0.9988943,0.0001793346,0.0003698342,0.0001950865,0.0001086135,0.0002527885],"domain_scores_gemma":[0.9986034,0.00005124965,0.0003291029,0.00009732354,0.0007036762,0.0002152693],"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":[0.00001239832,0.0000109145,0.2608161,0.00001142925,0.00003429913,0.00008081174,0.00500606,0.0002470866,0.001393796,0.5676959,0.0003369942,0.1643541],"study_design_scores_gemma":[0.00891429,0.004596045,0.210955,0.0008747541,0.00009600023,0.03976895,0.1630665,0.02326403,0.004449482,0.09777602,0.4439986,0.002240326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731844,0.0002151232,0.01617666,0.007662817,0.0002035412,0.00005145878,4.624323e-7,0.00005378848,0.002451726],"genre_scores_gemma":[0.9793079,0.00003298107,0.01996215,0.0002925182,0.00005070402,0.000002498734,0.000002787984,0.00001050518,0.000337977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4699199,"threshold_uncertainty_score":0.4950925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387103351266619,"score_gpt":0.2804940684884775,"score_spread":0.2566230349758113,"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."}}