{"id":"W4242153023","doi":"10.1007/0-306-47231-7_31","title":"Technology","year":2001,"lang":"en","type":"book-chapter","venue":"New ICMI studies series","topic":"","field":"","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054529,0.0009656464,0.0004698573,0.001658609,0.001663167,0.004441781,0.000845421,0.001263857,0.3571732],"category_scores_gemma":[0.00082287,0.000445412,0.0003636478,0.001818236,0.0007875729,0.00368861,0.00163929,0.00193869,0.2671054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324592,"about_ca_system_score_gemma":0.001532493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553391,"about_ca_topic_score_gemma":0.006016816,"domain_scores_codex":[0.9996787,0.00001956166,0.000009386915,0.00005886409,0.0002000767,0.00003336251],"domain_scores_gemma":[0.9997143,0.00004037277,0.00001206626,0.00008657252,0.0001062149,0.00004050992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000192861,0.00003830088,0.0001263747,0.0001868621,0.00000312346,0.00006105959,0.0002595813,0.0001638212,0.001799783,0.09199435,0.5758606,0.3294868],"study_design_scores_gemma":[0.000001350121,0.000005675414,0.00008300762,0.00004066879,0.000001507146,0.00004774233,0.00003813043,0.00005085126,0.0003266731,0.003390172,0.9960119,0.000002400671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000250071,0.002097683,0.002420983,0.0007504188,0.0005151997,0.00002929355,0.0001640112,0.0003561453,0.9934162],"genre_scores_gemma":[0.001347755,0.001238503,0.0005377827,0.0001759613,0.00006649712,0.00001815056,0.000117433,0.00006870284,0.9964293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3571732,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245307509563148,"score_gpt":0.2884605816803495,"score_spread":0.2360075065847181,"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."}}