{"id":"W2154830985","doi":"10.5204/mcj.1018","title":"Startling Starts: Smart Contact Lenses and Technogenesis","year":2015,"lang":"en","type":"article","venue":"M/C Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Ontario Tech University","funders":"","keywords":"Contact lens; Affordance; SwIPe; Computer science; Lens (geology); World Wide Web; Human–computer interaction; Engineering; Computer security; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001892624,0.00009537367,0.0001201342,0.00009709511,0.0000744883,0.0001082039,0.00005927531,0.00004355405,0.00003010875],"category_scores_gemma":[0.00003079366,0.00008123468,0.00002718779,0.00006032319,0.00001621071,0.0001746123,0.00001298601,0.0001585706,0.0000197372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004974841,"about_ca_system_score_gemma":0.00002744344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002435978,"about_ca_topic_score_gemma":0.00001319066,"domain_scores_codex":[0.9994875,0.00001112727,0.0001328173,0.0000248046,0.0001201433,0.0002236356],"domain_scores_gemma":[0.9996697,0.00002166641,0.00002072815,0.00006877097,0.00004004384,0.0001791072],"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":[0.0003227096,0.000140718,0.2499445,0.0002934603,0.001060375,0.0003179352,0.07490072,0.0109241,0.2464009,0.001716136,0.2649401,0.1490383],"study_design_scores_gemma":[0.003741052,0.001255444,0.02897085,0.0003357605,0.0001966136,0.003832066,0.01960195,0.003946812,0.11219,0.00311198,0.8213558,0.001461744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940632,0.002393678,0.000634359,0.0001543218,0.0003588717,0.00002921814,0.000005709452,0.0001151837,0.00224546],"genre_scores_gemma":[0.998989,0.0002774846,0.0002358832,0.00007539269,0.000248462,8.087168e-7,6.4703e-7,0.000020563,0.0001517145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5564156,"threshold_uncertainty_score":0.3312654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627804964791957,"score_gpt":0.2333813673471822,"score_spread":0.2071033176992627,"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."}}