{"id":"W1951279429","doi":"","title":"Contemplation as a Corrective to Technological Education.","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Contemplation; Focus (optics); Aesthetics; Sociology; Epistemology; Philosophy","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":[0.0006422744,0.0001895795,0.0002227805,0.00206631,0.0002733557,0.0002633951,0.000924499,0.0002093216,0.0002890317],"category_scores_gemma":[0.00286888,0.0002095255,0.00006857043,0.001453451,0.0001011169,0.001319575,0.00002192997,0.0004668781,0.0003232241],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00589576,"about_ca_system_score_gemma":0.01535232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02574841,"about_ca_topic_score_gemma":0.07898207,"domain_scores_codex":[0.9983368,0.0001275294,0.0005873977,0.0003271616,0.00009224862,0.0005288762],"domain_scores_gemma":[0.9947323,0.0001088861,0.0005658797,0.0005095965,0.003172196,0.000911155],"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":[0.000007773831,0.0002340949,0.00458499,0.00002881809,0.00005917027,0.00001096367,0.03119511,0.00007363042,0.00392775,0.5768434,0.1249871,0.2580472],"study_design_scores_gemma":[0.0006058894,0.001304946,0.1872183,0.001005221,0.00007881202,0.008215791,0.08343843,0.001100209,0.008181092,0.2896338,0.4177267,0.001490878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249396,0.0001216129,0.02908024,0.03097472,0.007965146,0.0006133946,0.000002586535,0.00004794081,0.006254783],"genre_scores_gemma":[0.9831277,0.000002892756,0.01076356,0.003197173,0.0003353384,0.0001975621,0.00001294738,0.00001711904,0.002345716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927396,"threshold_uncertainty_score":0.9979205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344817821165877,"score_gpt":0.2876426906746171,"score_spread":0.2531609085580294,"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."}}