{"id":"W4385559632","doi":"10.2139/ssrn.4529682","title":"Ecosystems and Complementary Platforms","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"Renmin University of China; Fundamental Research Funds for the Central Universities; Agence Nationale de la Recherche","keywords":"Ecosystem; Business; Environmental resource management; Environmental science; Ecology; Biology","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":[0.000818983,0.0003313289,0.0002969373,0.001813265,0.002499789,0.007329312,0.0003881186,0.002923656,0.01637276],"category_scores_gemma":[0.002273162,0.0001894029,0.0003214522,0.001914453,0.009121468,0.008938993,0.003760698,0.001317278,0.001264779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750625,"about_ca_system_score_gemma":0.001260014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464964,"about_ca_topic_score_gemma":0.002240003,"domain_scores_codex":[0.9994286,0.0001998164,0.00001661771,0.0001035769,0.0001176416,0.0001339011],"domain_scores_gemma":[0.9986448,0.0007122141,0.0001484981,0.0001982227,0.0001341388,0.0001622411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000357991,0.000005075245,0.0001746617,0.000008847562,0.000001982384,0.00002823346,0.0003086287,0.0000649105,0.00004508632,0.995387,0.0006576411,0.003314269],"study_design_scores_gemma":[0.000004276256,0.000006965876,0.0004174723,0.00003727024,0.000004674148,0.00008788196,0.0008600433,0.0002377298,0.00007982201,0.9660493,0.03221054,0.000004021847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08629666,0.006104559,0.009353331,0.01307698,0.0002605403,0.00002239588,0.00005778197,0.00003261321,0.8847952],"genre_scores_gemma":[0.9517093,0.002817668,0.002249861,0.0009291505,0.0002101753,0.00004794776,0.00003028732,0.00001612086,0.04198949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01637276,"threshold_uncertainty_score":0.05477238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461198111368959,"score_gpt":0.203153945218773,"score_spread":0.1885419641050834,"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."}}