{"id":"W3210200803","doi":"10.1142/9789811239731_0002","title":"A Scoping Review Toward Framing a Research Agenda","year":2021,"lang":"en","type":"review","venue":"WORLD SCIENTIFIC eBooks","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Framing (construction); Political science; Sociology; Media studies; History; Archaeology","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":[0.03008676,0.001914473,0.004172181,0.03522702,0.002929124,0.009572071,0.00298388,0.005309563,0.006203229],"category_scores_gemma":[0.09337735,0.001317852,0.003877416,0.03059829,0.003030465,0.009320068,0.004784482,0.004813995,0.002087712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007454848,"about_ca_system_score_gemma":0.04759399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007196653,"about_ca_topic_score_gemma":0.01664783,"domain_scores_codex":[0.9814083,0.00746122,0.005831711,0.001150967,0.003627415,0.0005203719],"domain_scores_gemma":[0.920305,0.0569913,0.005892625,0.001654874,0.01420333,0.0009528221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009240473,0.00007573886,0.0008242077,0.4926068,0.0009118733,0.0007667138,0.003847496,0.0006720867,0.000908728,0.03401871,0.04099156,0.4242837],"study_design_scores_gemma":[0.00001279683,0.00004993956,0.000633424,0.7330574,0.001117445,0.0002797071,0.001987626,0.0001121852,0.0001760174,0.006805428,0.255743,0.00002495729],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004155138,0.9824119,0.002214588,0.007466265,0.0019914,0.0007165334,0.0002874404,0.00002751186,0.004468825],"genre_scores_gemma":[0.002773114,0.9878512,0.004072236,0.002548416,0.0005678638,0.00116222,0.000328218,0.00001054825,0.0006862138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03522702,"threshold_uncertainty_score":0.1591159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3364259503363224,"score_gpt":0.4362796455155524,"score_spread":0.09985369517923004,"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."}}