{"id":"W7135157878","doi":"","title":"Facing Current Canadian SI/SF Ecosystem: Building understanding through systems mapping and thinking","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Social economy; Social system; Social change; Systems thinking; Social innovation; Impact investing","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":[0.006004557,0.0009737956,0.0006780709,0.006752651,0.01111149,0.01659073,0.002648282,0.001815102,0.00431755],"category_scores_gemma":[0.009328718,0.0004675812,0.0008426162,0.006250425,0.02078001,0.008533132,0.006147169,0.002677129,0.0002524978],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08557919,"about_ca_system_score_gemma":0.1231364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9361346,"about_ca_topic_score_gemma":0.9470255,"domain_scores_codex":[0.996796,0.001211523,0.00008301975,0.0003963522,0.0008415724,0.0006715467],"domain_scores_gemma":[0.9954353,0.002103972,0.0003724358,0.0003563002,0.001144958,0.0005869492],"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":[0.00002388661,0.00004485526,0.02150383,0.0005287292,0.00008473303,0.000823878,0.07365382,0.0135746,0.000788537,0.7987964,0.01248933,0.07768741],"study_design_scores_gemma":[0.00001229701,0.00002713073,0.02134772,0.001096289,0.00009270982,0.0002284503,0.1607125,0.02326154,0.0006145615,0.6099946,0.1824841,0.0001281771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2585585,0.01052827,0.1526594,0.1125299,0.0003122792,0.0005398195,0.001671973,0.0005501364,0.4626496],"genre_scores_gemma":[0.9099854,0.005822764,0.07634272,0.001267716,0.00003007095,0.0001377344,0.0004034821,0.00007325869,0.005936779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9144208,"threshold_uncertainty_score":0.6209234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3276991482927796,"score_gpt":0.3120695927757471,"score_spread":0.01562955551703243,"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."}}