{"id":"W4416439793","doi":"10.32920/30670748","title":"What Does the Art-Service Organization Sector Look Like in Canada Today?","year":2025,"lang":"","type":"article","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Public sector","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001350036,0.0004198742,0.000510633,0.002826216,0.01390774,0.01344497,0.001900578,0.002467943,0.01335127],"category_scores_gemma":[0.003927109,0.000389764,0.0006160032,0.01147321,0.005788995,0.005088906,0.001984707,0.003015054,0.001571839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1784594,"about_ca_system_score_gemma":0.2509608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988108,"about_ca_topic_score_gemma":0.9995323,"domain_scores_codex":[0.9951174,0.0002880321,0.00007698768,0.0002844621,0.001051402,0.003181701],"domain_scores_gemma":[0.9945962,0.0001823559,0.0003179312,0.00007496958,0.00253861,0.002290073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002983599,0.0001652663,0.330586,0.001089606,0.000149254,0.001269346,0.03788298,0.002044106,0.001370721,0.1625419,0.3121748,0.1504277],"study_design_scores_gemma":[0.00002181018,0.00003880398,0.4732528,0.001312307,0.00007918911,0.0002673507,0.1842843,0.001149658,0.0005026613,0.006771166,0.3320485,0.000271488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3686054,0.02608717,0.001095445,0.3721223,0.001085507,0.0001240245,0.01970999,0.0002398601,0.2109303],"genre_scores_gemma":[0.9313154,0.01272182,0.001083842,0.01280728,0.00008992839,0.00004326728,0.002939071,0.000091466,0.03890807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1784594,"threshold_uncertainty_score":0.9528707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411411024781132,"score_gpt":0.2265394591010935,"score_spread":0.2124253488532822,"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."}}