{"id":"W7020879270","doi":"","title":"Now and then: Co-designing systems smart enough for the future","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Sustainability; Presentation (obstetrics); Mental health; Service (business); Service design; Healthcare system; Sociotechnical system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00138055,0.0003631378,0.0004282187,0.0002073686,0.002050961,0.0003105075,0.00268379,0.0005533751,0.00009044187],"category_scores_gemma":[0.00003349813,0.0002774212,0.0001433028,0.0003969944,0.002133792,0.0002889304,0.001695659,0.0008660266,0.0002770657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365787,"about_ca_system_score_gemma":0.00008436383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172452,"about_ca_topic_score_gemma":0.0007832276,"domain_scores_codex":[0.9961414,0.001063612,0.0001497385,0.0009751628,0.000855417,0.0008146985],"domain_scores_gemma":[0.9979108,0.0007315084,0.0001776089,0.0007238379,0.00003388721,0.0004223805],"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":[0.0008644114,0.0002259936,0.007399528,0.0001924857,0.0004112868,0.0004513025,0.0002211806,0.00004911455,0.003403443,0.5988475,0.384161,0.003772725],"study_design_scores_gemma":[0.0007812855,0.0003948391,0.001562877,0.0001074879,0.00005430205,0.00001508886,0.00192941,0.0001880638,0.0001191557,0.00001770543,0.99446,0.0003697738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007884539,0.0004862952,0.0005206305,0.0008706019,0.0002288246,0.002328698,0.00009219948,0.00007292234,0.9946114],"genre_scores_gemma":[0.007625691,0.002593865,0.0002858431,0.00004706877,0.0003227215,0.000004656381,0.00003337165,0.00009060317,0.9889962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.610299,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487391970016526,"score_gpt":0.2844922950559594,"score_spread":0.2357530980543068,"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."}}