{"id":"W6968098063","doi":"10.5281/zenodo.12206913","title":"First Canadian Living Lab Summit - Panel Summaries & Policy Recommendations","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Living lab; Assisted living; Metis; Sustainable living; Event (particle physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02406876,0.002903969,0.001755359,0.005261492,0.01598439,0.02032861,0.009723488,0.02055032,0.08492446],"category_scores_gemma":[0.02997654,0.001403192,0.003386767,0.008309921,0.003504288,0.006101782,0.006416917,0.01316886,0.02524807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1325365,"about_ca_system_score_gemma":0.4776093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786871,"about_ca_topic_score_gemma":0.9837857,"domain_scores_codex":[0.9808148,0.001344146,0.0006110486,0.0009383187,0.009100447,0.007191221],"domain_scores_gemma":[0.9391468,0.003055603,0.0008355712,0.00115012,0.04213564,0.01367628],"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":[0.00002926819,0.00001761933,0.0001269447,0.0001414349,0.000005146233,0.000029997,0.00006272133,0.00006926826,0.00005028341,0.001442949,0.9944124,0.003612067],"study_design_scores_gemma":[0.0000386671,0.00001003932,0.002401367,0.0006004992,0.00002160083,0.000009314817,0.0006710661,0.00005573588,0.0001168447,0.0005562954,0.9954472,0.00007129876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001970672,0.02235537,0.001102304,0.6122859,0.04436798,0.00378845,0.05200129,0.000994816,0.2611333],"genre_scores_gemma":[0.01763207,0.02307613,0.00626737,0.2888027,0.005833397,0.004720507,0.03112942,0.0006791252,0.6218593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8674635,"threshold_uncertainty_score":0.961624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475357339779454,"score_gpt":0.245950262505875,"score_spread":0.1911966891080804,"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."}}