{"id":"W4405619915","doi":"10.2139/ssrn.5001845","title":"Global perspectives on platforms and cultural production","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Production (economics); Business; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001711685,0.0007138763,0.0003458414,0.003019646,0.003352606,0.0144293,0.0004978324,0.004018272,0.01856395],"category_scores_gemma":[0.001864293,0.0001812217,0.0002600974,0.006081158,0.01663759,0.01275979,0.004821183,0.004011933,0.0009316396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094342,"about_ca_system_score_gemma":0.001708143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659097,"about_ca_topic_score_gemma":0.006464347,"domain_scores_codex":[0.9989126,0.0005063543,0.00002563981,0.0001135023,0.0001536081,0.0002883871],"domain_scores_gemma":[0.997794,0.001363965,0.0002268508,0.0001807874,0.0001770334,0.0002574565],"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":[0.00001326718,0.00001088829,0.0005236585,0.00005060101,0.000003347948,0.0001033158,0.009210354,0.000113922,0.0001174568,0.9779849,0.003343079,0.008525255],"study_design_scores_gemma":[0.00001391159,0.00004497485,0.005150418,0.00059858,0.00001477048,0.0003219867,0.05260901,0.0002871436,0.0002981155,0.5735927,0.3670493,0.00001902946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06250875,0.02557259,0.002466332,0.09221768,0.0007256129,0.0000101965,0.0001585075,0.00002729059,0.8163131],"genre_scores_gemma":[0.9400061,0.02239901,0.0006305641,0.003911514,0.0009550015,0.00003103186,0.00009891715,0.00004830897,0.03191954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01856395,"threshold_uncertainty_score":0.06210262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983236411644697,"score_gpt":0.3009768671782618,"score_spread":0.2811445030618148,"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."}}