{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001079594,0.001003884,0.001484891,0.0007088659,0.0003590587,0.00003869676,0.0005591979,0.0008360022,0.001242687],"category_scores_gemma":[0.0001993575,0.000945874,0.0002412579,0.0001942509,0.001644476,0.0001910519,0.0009372495,0.0007941944,0.01986626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231759,"about_ca_system_score_gemma":0.0001934719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002274909,"about_ca_topic_score_gemma":0.00120687,"domain_scores_codex":[0.9973419,0.00001145879,0.0005903458,0.0008664125,0.000496709,0.0006932307],"domain_scores_gemma":[0.9978657,0.00006928616,0.0004425903,0.001083739,0.0004159942,0.0001227415],"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":[0.0001016425,0.000009542681,0.00005709384,0.00007506113,0.001568884,0.0002718015,0.0005153169,0.000001185377,0.00005393125,0.5176861,0.4699545,0.009704968],"study_design_scores_gemma":[0.0002944059,0.0002109482,0.000007092676,0.0002561856,0.0002411941,0.0001513424,0.0006828902,3.203443e-8,0.0001147679,0.2281751,0.769214,0.0006520591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003626875,0.06486133,0.00000342116,0.003597754,0.0009354872,0.0004507656,0.0001259652,0.001741542,0.9282475],"genre_scores_gemma":[0.0001317676,0.02091599,0.0007770964,0.0001700678,0.001034951,0.00004349188,0.00003620122,0.0004773948,0.976413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2992595,"threshold_uncertainty_score":0.9996703,"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."}}