{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002815132,0.0007371819,0.0002402964,0.001851794,0.005339727,0.0124843,0.001138957,0.003076524,0.03222053],"category_scores_gemma":[0.003635653,0.0003311719,0.0003916731,0.00124166,0.01257093,0.008829789,0.00552258,0.004119013,0.008167177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389307,"about_ca_system_score_gemma":0.001723357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296458,"about_ca_topic_score_gemma":0.004632054,"domain_scores_codex":[0.998248,0.0006722246,0.00005501687,0.0002068656,0.0005198176,0.0002981349],"domain_scores_gemma":[0.9984139,0.0007914053,0.0001045068,0.0002508284,0.000188875,0.0002504352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003445562,0.00003849342,0.0002898193,0.00007970858,0.000003084012,0.0002536099,0.006396058,0.0001065336,0.0003691659,0.9330618,0.02552892,0.0338384],"study_design_scores_gemma":[0.00001248265,0.00004499009,0.0003345484,0.0003422775,0.000004301425,0.0003035374,0.006562529,0.0003640396,0.001298745,0.1343284,0.8563749,0.00002928128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01829023,0.01576046,0.01722114,0.03102875,0.002448515,0.00009207899,0.0001302272,0.0003946153,0.9146339],"genre_scores_gemma":[0.4560053,0.01844983,0.0150666,0.00971707,0.001105523,0.0002126884,0.0001757806,0.000705392,0.4985618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9946603,"threshold_uncertainty_score":0.1077883,"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."}}