{"id":"W6980657585","doi":"","title":"Community in the Making: Exploring opportunities to enhance the Canadian makerspace ecosystem","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Thriving; Context (archaeology); SPARK (programming language); Work (physics); Focus group; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002554758,0.0005070461,0.0002710763,0.002227076,0.03214425,0.01306975,0.001617446,0.001138225,0.007217793],"category_scores_gemma":[0.003327436,0.0002856211,0.0004618431,0.003682084,0.009492055,0.004641456,0.007848805,0.002021579,0.0003572687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07228656,"about_ca_system_score_gemma":0.1936224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950244,"about_ca_topic_score_gemma":0.9905291,"domain_scores_codex":[0.9973679,0.0006173015,0.00003930585,0.0001978168,0.0006770603,0.001100516],"domain_scores_gemma":[0.9970169,0.0005343386,0.000112334,0.0001323569,0.0007137079,0.001490346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001424616,0.0001755179,0.02918252,0.0009022613,0.00003779088,0.003579283,0.5353954,0.0009123429,0.002830711,0.1611433,0.05441568,0.2112828],"study_design_scores_gemma":[0.000009685972,0.00003352652,0.01249029,0.0003880744,0.00002548142,0.0002135227,0.5437183,0.000416734,0.0006403106,0.008272982,0.4337381,0.00005288677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5921304,0.006322026,0.007231733,0.0402782,0.000758749,0.0004123379,0.0008205817,0.0002338508,0.3518121],"genre_scores_gemma":[0.9642528,0.002814077,0.006131139,0.00164042,0.00002924901,0.00008026555,0.0001953635,0.0000552677,0.02480151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07228656,"threshold_uncertainty_score":0.5244782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3749807825499967,"score_gpt":0.450738902052857,"score_spread":0.07575811950286038,"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."}}