{"id":"W4402913263","doi":"10.24124/2024/59545","title":"API economy: Constraints to its growth and development","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Computer science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002109929,0.0003128266,0.0004756435,0.0005744534,0.00007623163,0.0003966028,0.0001527081,0.0002190175,0.001344431],"category_scores_gemma":[0.00002232619,0.0003743201,0.00006249958,0.0001113155,0.00001692545,0.0004392171,0.00002935913,0.0001542294,0.01150041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213311,"about_ca_system_score_gemma":0.0001281467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116458,"about_ca_topic_score_gemma":0.00007870724,"domain_scores_codex":[0.9981733,0.000002219316,0.0009406406,0.0005781003,0.00002110859,0.0002846126],"domain_scores_gemma":[0.999509,0.00002200644,0.0001608588,0.0001075449,0.00002940685,0.0001712252],"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":[0.00002664724,0.00003810056,0.0008895036,0.00129641,0.0002681208,0.000004998234,0.008465426,0.000001111268,0.000008671072,0.9667131,0.004194189,0.0180937],"study_design_scores_gemma":[0.0009812468,0.00008576318,0.01022684,0.0004375101,0.0000236586,0.00001290456,0.002312038,0.0001818342,0.004826415,0.07442439,0.9038184,0.002669021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08023034,0.001034973,0.0001808596,0.000215773,0.0009730092,0.0004400183,0.00006845049,0.00009798197,0.9167586],"genre_scores_gemma":[0.8934505,0.000237828,0.001942546,0.0006565634,0.00009206661,0.0001678395,0.001348269,0.00007837013,0.102026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8996242,"threshold_uncertainty_score":0.9998709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966503025642396,"score_gpt":0.2141875809543425,"score_spread":0.1845225506979186,"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."}}